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Tom Goldstein

  1. A Watermark for Large Language Models
    2023/01/24 by John Kirchenbauer, Jonas Geiping, Kirchenbauer, John +9 · 9 voices · 120 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection #Topic Modeling #cs.CL #cs.CR #cs.LG
  2. Latent Iteration as Renormalization: Inference-Time Recurrence in a Depth-Recurrent Transformer Flows Attention Geometry Toward the SYK Conformal Fixed Point
    2025/02/07 by Jonas Geiping, Sean McLeish, Geiping, Jonas +16 · 25 voices · 94 citations
    Computer Science · #Advanced Database Systems and Queries #Graph Theory and Algorithms #Natural Language Processing Techniques #cs.CL #cs.LG
  3. The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
    2025/06/05 by Nikhil Kandpal, Kandpal, Nikhil, Brian Lester +51 · 20 voices · 9 citations
    Computer Science · Medicine · #Topic Modeling #Hate Speech and Cyberbullying Detection #Artificial Intelligence in Healthcare and Education
  4. Cramming: Training a Language Model on a Single GPU in One Day
    2022/12/28 by Jonas Geiping, Geiping, Jonas, Tom Goldstein +1 · 8 voices · 7 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #Topic Modeling #cs.CL #cs.LG
  5. A Cookbook of Self-Supervised Learning
    2023/04/24 by Randall Balestriero, Balestriero, Randall, Mark Ibrahim +36 · 2 voices · 36 citations
    Computer Science · #Machine Learning and Data Classification
  6. Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models
    2022/12/07 by Gowthami Somepalli, Somepalli, Gowthami, Vasu Singla +7 · 7 voices · 65 citations
    Computer Science · Neuroscience · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Aesthetic Perception and Analysis
  7. Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors
    2019/10/31 by Zuxuan Wu, Wu, Zuxuan, Ser-Nam Lim +6 · 3 voices · 11 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
  8. Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise
    2022/08/19 by Arpit Bansal, Eitan Borgnia, Bansal, Arpit +16 · 6 voices · 31 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  9. Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
    2024/01/22 by Abhimanyu Hans, Avi Schwarzschild, Hans, Abhimanyu +13 · 2 voices · 64 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  10. Transformers Can Do Arithmetic with the Right Embeddings
    2024/05/27 by Sean McLeish, Arpit Bansal, McLeish, Sean +20 · 5 voices · 22 citations
    Computer Science · #Computability, Logic, AI Algorithms #cs.AI #cs.LG
  11. Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust
    2023/05/31 by Yuxin Wen, Wen, Yuxin, John Kirchenbauer +5 · 2 voices · 34 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #cs.CR #cs.CV #cs.LG
  12. Do Language Models Need Sleep? Offline Recurrence for Improved Online Inference
    2026/05/25 by Sangyun Lee, Sean McLeish, Tom Goldstein +1 · 24 voices
    #cs.CL #cs.AI
  13. Certified Data Removal from Machine Learning Models
    2019/11/08 by Chuan Guo, Guo, Chuan, Tom Goldstein +5 · 84 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Cryptography and Data Security
  14. Understanding and Mitigating Copying in Diffusion Models
    2023/05/31 by Gowthami Somepalli, Somepalli, Gowthami, Vasu Singla +7 · 3 voices · 34 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #cs.CR #cs.CV #cs.LG
  15. Baseline Defenses for Adversarial Attacks Against Aligned Language Models
    2023/09/01 by Neel Jain, Jain, Neel, Avi Schwarzschild +17 · 112 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Natural Language Processing Techniques
  16. Coercing LLMs to do and reveal (almost) anything
    2024/02/21 by Jonas Geiping, Alex Stein, Geiping, Jonas +9 · 1 voice · 19 citations
    #cs.LG #cs.CL #cs.CR
  17. AI Benchmark Half-Life in Recursive Corpora: A Theory of Validity Decay under Semantic Leakage and Regeneration
    2024/06/27 by White, Colin, Samuel Dooley, Dooley, Samuel +29 · 120 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models
    2022/09/15 by Manli Shu, Shu, Manli, Weili Nie +11 · 65 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  19. Universal Guidance for Diffusion Models
    2023/02/14 by Arpit Bansal, Bansal, Arpit, Hongmin Chu +11 · 58 citations
    Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #Advanced Mathematical Modeling in Engineering #Advanced Neuroimaging Techniques and Applications
  20. Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery
    2023/02/07 by Yuxin Wen, Wen, Yuxin, Neel Jain +9 · 1 voice · 42 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computational Physics and Python Applications #Gene expression and cancer classification #cs.CL #cs.LG
  21. The Intrinsic Dimension of Images and Its Impact on Learning
    2021/04/18 by Phillip B. Pope, Pope, Phillip, Chen Zhu +7 · 40 citations
    Computer Science · Engineering · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #I.5.1 #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  22. BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset
    2025/05/14 by Jiuhai Chen, Chen, Jiuhai, Zhiyang Xu +23 · 131 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  23. Training Quantized Nets: A Deeper Understanding
    2017/06/07 by Hao Li, Soham De, Li, Hao +9 · 19 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques
  24. Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses
    2020/12/18 by Micah Goldblum, Dimitris Tsipras, Goldblum, Micah +15 · 14 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection #Advanced Malware Detection Techniques
  25. Measuring Style Similarity in Diffusion Models
    2024/04/01 by Gowthami Somepalli, Somepalli, Gowthami, Anubhav Gupta +13 · 25 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing
  26. Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch
    2021/06/16 by Hossein Souri, Liam Fowl, Souri, Hossein +7 · 13 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Autopsy Techniques and Outcomes #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Just How Toxic is Data Poisoning? A Unified Benchmark for Backdoor and Data Poisoning Attacks
    2020/06/22 by Avi Schwarzschild, Schwarzschild, Avi, Micah Goldblum +7 · 15 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  28. Training Neural Networks Without Gradients: A Scalable ADMM Approach
    2016/05/06 by Gavin Taylor, Taylor, Gavin, Ryan Burmeister +9 · 12 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  29. On the Exploitability of Instruction Tuning
    2023/06/28 by Manli Shu, Jiongxiao Wang, Shu, Manli +9 · 17 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Topic Modeling
  30. ODIN: Disentangled Reward Mitigates Hacking in RLHF
    2024/02/11 by Lichang Chen, Chen Zhu, Chen, Lichang +15 · 20 citations
    Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Machine Learning (cs.LG)
  31. CinePile: A Long Video Question Answering Dataset and Benchmark
    2024/05/14 by Ruchit Rawal, Khalid Saifullah, Rawal, Ruchit +10 · 21 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
  32. Adaptive Primal-Dual Hybrid Gradient Methods for Saddle-Point Problems
    2013/05/02 by Tom Goldstein, Min Li, Goldstein, Tom +7 · 11 citations
    Mathematics · Engineering · #Advanced Optimization Algorithms Research #Sparse and Compressive Sensing Techniques #Iterative Methods for Nonlinear Equations
  33. NEFTune: Noisy Embeddings Improve Instruction Finetuning
    2023/10/09 by Neel Jain, Jain, Neel, Ping-yeh Chiang +23 · 15 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  34. Adversarial Examples Make Strong Poisons
    2021/06/21 by Liam Fowl, Fowl, Liam, Micah Goldblum +9 · 10 citations
    Computer Science · Pharmacology, Toxicology and Pharmaceutics · Social Sciences · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic Fingerprint Detection Methods #Forensic Toxicology and Drug Analysis #Machine Learning (cs.LG)
  35. Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
    2024/05/24 by Xiyao Wang, Jiuhai Chen, Wang, Xiyao +19 · 21 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  36. MetaPoison: Practical General-purpose Clean-label Data Poisoning
    2020/04/01 by Wei Huang, Huang, W. Ronny, Jonas Geiping +7 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  37. An Open Review of OpenReview: A Critical Analysis of the Machine Learning Conference Review Process
    2020/10/11 by David Tran, Alexander V Valtchanov, Tran, David +11 · 8 citations
    Computer Science · Decision Sciences · Social Sciences · #Computational and Text Analysis Methods #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #scientometrics and bibliometrics research
  38. Robust Optimization as Data Augmentation for Large-scale Graphs
    2020/10/19 by Kezhi Kong, Guohao Li, Kong, Kezhi +13 · 8 citations
    Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Complex Network Analysis Techniques
  39. Transferable Clean-Label Poisoning Attacks on Deep Neural Nets
    2019/05/15 by Chen Zhu, Wei Huang, Zhu, Chen +11 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  40. Where do Models go Wrong? Parameter-Space Saliency Maps for\n Explainability
    2021/08/03 by R. V. Levin, Roman Levin, Manli Shu +10 · 1 voice · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning in Healthcare
  41. Long-Short Transformer: Efficient Transformers for Language and Vision
    2021/07/05 by Chen Zhu, Zhu, Chen, Wei Ping +11 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  42. Speedy-Splat: Fast 3D Gaussian Splatting with Sparse Pixels and Sparse Primitives
    2024/11/30 by Alex Hanson, Hanson, Alex, Allen Tu +9 · 19 citations
    Engineering · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Industrial Vision Systems and Defect Detection #Surface Roughness and Optical Measurements
  43. Autoregressive Perturbations for Data Poisoning
    2022/06/08 by Pedro Sandoval-Segura, Sandoval-Segura, Pedro, Vasu Singla +9 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  44. PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting
    2024/06/14 by Alex Hanson, Hanson, Alex, Allen Tu +9 · 13 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  45. The Impact of Neural Network Overparameterization on Gradient Confusion\n and Stochastic Gradient Descent
    2019/04/15 by Karthik Abinav Sankararaman, Soham De, Sankararaman, Karthik A. +7 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  46. Fishing for User Data in Large-Batch Federated Learning via Gradient Magnification
    2022/02/01 by Yuxin Wen, Jonas Geiping, Wen, Yuxin +7 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  47. InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
    2023/06/05 by Lichang Chen, Jiuhai Chen, Chen, Lichang +7 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  48. Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
    2023/10/30 by Micah Goldblum, Goldblum, Micah, Hossein Souri +23 · 8 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  49. Instance adaptive adversarial training: Improved accuracy tradeoffs in neural nets
    2019/10/17 by Yogesh Balaji, Balaji, Yogesh, Tom Goldstein +3 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  50. Robbing the Fed: Directly Obtaining Private Data in Federated Learning with Modified Models
    2021/10/25 by Liam Fowl, Jonas Geiping, Fowl, Liam +7 · 5 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  51. Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks
    2021/06/08 by Avi Schwarzschild, Schwarzschild, Avi, Eitan Borgnia +11 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)
  52. Understanding Generalization through Visualizations
    2019/06/07 by Wei Huang, Zeyad Emam, Huang, W. Ronny +11 · 7 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Stochastic Gradient Optimization Techniques
  53. Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
    2024/06/14 by Abhimanyu Hans, Yuxin Wen, Hans, Abhimanyu +19 · 9 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
  54. Detection as Regression: Certified Object Detection by Median Smoothing
    2020/07/07 by Ping-yeh Chiang, Michael J. Curry, Chiang, Ping-yeh +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  55. Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks
    2025/02/12 by Ang Li, Yin Zhou, Li, Ang +7 · 14 citations
    Computer Science · #Security and Verification in Computing #Web Application Security Vulnerabilities #Information and Cyber Security
  56. Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data?
    2024/07/24 by Michael-Andrei Panaitescu-Liess, Zora Che, Panaitescu-Liess, Michael-Andrei +15 · 2 voices · 5 citations
    #cs.LG
  57. Adversarial attacks on Copyright Detection Systems
    2019/06/17 by Parsa Saadatpanah, Saadatpanah, Parsa, Ali Shafahi +3 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  58. Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
    2024/02/05 by Yuancheng Xu, Xu, Yuancheng, Jiarui Yao +13 · 6 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts
  59. Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
    2025/07/22 by Ang Li, Li, Ang, Charles C.N. Wang +23 · 1 voice · 14 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.CL #cs.CV #cs.LG
  60. Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization
    2024/09/27 by Mucong Ding, Chenghao Deng, Ding, Mucong +18 · 8 citations
    Computer Science · #Natural Language Processing Techniques
  61. How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization
    2022/10/12 by Jonas Geiping, Geiping, Jonas, Micah Goldblum +9 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  62. Encoding Robustness to Image Style via Adversarial Feature Perturbations
    2020/09/18 by Manli Shu, Zuxuan Wu, Shu, Manli +5 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  63. What do Vision Transformers Learn? A Visual Exploration
    2022/12/13 by Amin Ghiasi, Ghiasi, Amin, Hamid Kazemi +13 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  64. Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries
    2022/10/19 by Yuxin Wen, Arpit Bansal, Wen, Yuxin +11 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Privacy-Preserving Technologies in Data
  65. JPEG Compressed Images Can Bypass Protections Against AI Editing
    2023/04/05 by Pedro Sandoval-Segura, Jonas Geiping, Sandoval-Segura, Pedro +3 · 4 citations
    Computer Science · Economics, Econometrics and Finance · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Cinema and Media Studies
  66. GenQA: Generating Millions of Instructions from a Handful of Prompts
    2024/06/14 by Jiuhai Chen, Rifaa Qadri, Chen, Jiuhai +11 · 6 citations
    Social Sciences · Computer Science · #Educational Assessment and Pedagogy #Intelligent Tutoring Systems and Adaptive Learning #Educational Technology and Assessment
  67. Stochastic Training is Not Necessary for Generalization
    2021/09/29 by Jonas Geiping, Geiping, Jonas, Micah Goldblum +7 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  68. Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes
    2025/02/04 by Mayuka Jayawardhana, Jayawardhana, Mayuka, Samuel Dooley +14 · 2 voices · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7 #I.2.m #Machine Learning (cs.LG) #cs.CL #cs.LG
  69. Exploiting Sparsity for Long Context Inference: Million Token Contexts on Commodity GPUs
    2025/02/10 by Ryan Synk, Synk, Ryan, Monte Hoover +14 · 1 voice · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Advanced Neural Network Applications
  70. Refusal Tokens: A Simple Way to Calibrate Refusals in Large Language Models
    2024/12/09 by Neel Jain, Jain, Neel, Aditya Shrivastava +15 · 1 voice · 5 citations
    #cs.LG #cs.CL
  71. Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness
    2023/02/06 by Yuancheng Xu, Xu, Yuancheng, Yanchao Sun +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  72. Gemstones: A Model Suite for Multi-Faceted Scaling Laws
    2025/02/07 by Sean McLeish, John Kirchenbauer, McLeish, Sean +12 · 7 citations
    Earth and Planetary Sciences · #Mineralogy and Gemology Studies #Geology and Paleoclimatology Research #Paleontology and Stratigraphy of Fossils
  73. Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
    2024/04/01 by Yuxin Wen, Leo Marchyok, Wen, Yuxin +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  74. A Frequency Perspective of Adversarial Robustness
    2021/10/26 by Shishira R Maiya, Max Ehrlich, Maiya, Shishira R +9 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research
  75. VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization
    2021/10/27 by Mucong Ding, Ding, Mucong, Kezhi Kong +11 · 2 citations
    Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  76. Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from the Decision Boundary Perspective
    2022/03/15 by Gowthami Somepalli, Somepalli, Gowthami, Liam Fowl +13 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques #Neural Networks and Applications
  77. Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations
    2022/01/31 by Amin Ghiasi, Hamid Kazemi, Ghiasi, Amin +9 · 2 citations
    Computer Science · Earth and Planetary Sciences · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Seismic Imaging and Inversion Techniques
  78. Preventing Unauthorized Use of Proprietary Data: Poisoning for Secure Dataset Release
    2021/02/16 by Liam Fowl, Fowl, Liam, Ping-yeh Chiang +11 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  79. Truth or Backpropaganda? An Empirical Investigation of Deep Learning Theory
    2019/10/01 by Micah Goldblum, Goldblum, Micah, Jonas Geiping +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  80. Poisons that are learned faster are more effective
    2022/04/19 by Pedro Sandoval-Segura, Vasu Singla, Sandoval-Segura, Pedro +11 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  81. Efficient Distributed SGD with Variance Reduction
    2015/12/09 by Soham De, De, Soham, Tom Goldstein +1 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  82. Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation
    2018/04/27 by Sohil Shah, Pallabi Ghosh, Shah, Sohil +5 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Visual Attention and Saliency Detection
  83. Nonlinear 1-Bit Precoding for Massive MU-MIMO with Higher-Order\n Modulation
    2016/12/08 by Sven Jacobsson, Giuseppe Durisi, Jacobsson, Sven +7 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Advanced Power Amplifier Design #Advanced Wireless Communication Techniques #FOS: Computer and information sciences #Information Theory (cs.IT)
  84. Stabilizing Adversarial Nets With Prediction Methods
    2017/05/20 by Abhay Kumar Yadav, Yadav, Abhay, Sohil Shah +7 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
  85. Analysis of Attention in Video Diffusion Transformers
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    Computer Science · Engineering · #Image and Video Quality Assessment #CCD and CMOS Imaging Sensors #Advanced Memory and Neural Computing
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    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  87. LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation
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    Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Machine Learning in Healthcare
  88. Finite-Alphabet MMSE Equalization for All-Digital Massive MU-MIMO mmWave Communication
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    Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
  89. The Uncanny Similarity of Recurrence and Depth
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    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Applications
  90. Center Smoothing: Certified Robustness for Networks with Structured Outputs
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    Computer Science · Engineering · #Advanced Optical Network Technologies #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software-Defined Networks and 5G
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    Business, Management and Accounting · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG)
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    #cs.AI #cs.LG
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    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Face Recognition and Perception #Face and Expression Recognition #Face recognition and analysis #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.CY #cs.LG
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    Computer Science · Engineering · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
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    Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
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    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Security and Verification in Computing
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    Psychology · #Behavioral and Psychological Studies
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    Computer Science · Social Sciences · #Algorithms and Data Compression #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia Communication and Technology
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    Social Sciences · #Access Control and Trust #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
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    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
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    #cs.RO
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    #cs.CL #cs.AI #cs.LG
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    Computer Science · #cs.LG