Chinmay Hegde

1. AI Benchmark Half-Life in Recursive Corpora: A Theory of Validity Decay under Semantic Leakage and Regeneration
   2024/06/27 by Samuel Dooley, White, Colin, Dooley, Samuel +29 · 104 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)
2. OpenThoughts: Data Recipes for Reasoning Models
   2025/06/04 by Etash Guha, Ryan Marten, Guha, Etash +102 · 2 voices · 64 citations
   Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
3. On The Computational Complexity of Self-Attention
   2022/09/11 by Feyza Duman Keles, Pruthuvi Mahesakya Wijewardena, Keles, Feyza Duman +3 · 25 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Semiconductor materials and devices
4. TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
   2024/02/17 by Benjamin Feuer, Feuer, Benjamin, Robin Tibor Schirrmeister +13 · 8 citations
   Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services #Software-Defined Networks and 5G
5. Approximation Algorithms for Model-Based Compressive Sensing
   2015/07/17 by Chinmay Hegde, Piotr Indyk, Ludwig Schmidt · 5 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Indoor and Outdoor Localization Technologies #Distributed Sensor Networks and Detection Algorithms
6. Implicit Sparse Regularization: The Impact of Depth and Early Stopping
   2021/08/12 by Jiangyuan Li, Thanh V. Nguyen, Li, Jiangyuan +5 · 4 citations
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Statistical Methods and Inference
7. Selective Network Linearization for Efficient Private Inference
   2022/02/04 by Minsu Cho, Ameya Joshi, Cho, Minsu +7 · 3 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
8. Reconstruction from Periodic Nonlinearities, With Applications to HDR\n Imaging
   2017/09/29 by Viraj Shah, Shah, Viraj, Mohammadreza Soltani +3 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (stat.ML) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
9. Semantic Adversarial Attacks: Parametric Transformations That Fool Deep\n Classifiers
   2019/04/17 by Ameya Joshi, Joshi, Ameya, Amitangshu Mukherjee +5 · 2 citations
   Computer Science · #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)
10. Vision-Language Models can Identify Distracted Driver Behavior from Naturalistic Videos
    2023/06/16 by Md. Zahid Hasan, Jiajing Chen, Hasan, Md Zahid +14 · 3 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human Pose and Action Recognition #Human-Automation Interaction and Safety
11. Leveraging Vision Language Models for Specialized Agricultural Tasks
    2024/07/29 by Muhammad Arshad, Arshad, Muhammad Arbab, Talukder Z. Jubery +19 · 4 citations
    Agricultural and Biological Sciences · #Smart Agriculture and AI
12. FlowBench: A Large Scale Benchmark for Flow Simulation over Complex Geometries
    2024/09/26 by Ronak Tali, Tali, Ronak, Ali Rabeh +21 · 5 citations
    Computer Science · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
13. One-Shot Neural Architecture Search via Compressive Sensing
    2019/06/07 by Minsu Cho, Mohammadreza Soltani, Cho, Minsu +3 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Sparse and Compressive Sensing Techniques #Domain Adaptation and Few-Shot Learning
14. GOTCHA: Real-Time Video Deepfake Detection via Challenge-Response
    2022/10/12 by Govind Mittal, Mittal, Govind, Chinmay Hegde +3 · 2 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection #Image and Video Quality Assessment
15. Hidden in the Noise: Two-Stage Robust Watermarking for Images
    2024/12/05 by Kasra Arabi, Arabi, Kasra, Benjamin Feuer +7 · 4 citations
    Computer Science · Engineering · #Advanced Data Compression Techniques #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Vehicle License Plate Recognition
16. Collaborative Deep Learning in Fixed Topology Networks
    2017/06/23 by Zhanhong Jiang, Jiang, Zhanhong, Aditya Balu +5 · 2 citations
    Computer Science · Engineering · #Distributed Control Multi-Agent Systems #Stochastic Gradient Optimization Techniques #Advanced Memory and Neural Computing
17. VeriThoughts: Enabling Automated Verilog Code Generation using Reasoning and Formal Verification
    2025/05/16 by Patrick Yubeaton, Yubeaton, Patrick, Andre Nakkab +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #Logic in Computer Science (cs.LO) #Programming Languages (cs.PL) #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
18. Robust Concept Erasure Using Task Vectors
    2024/04/04 by Minh Giản Phạm, Pham, Minh, Kelly O. Marshall +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification
19. A Kaczmarz Algorithm for Solving Tree Based Distributed Systems of Equations
    2019/04/11 by Chinmay Hegde, Hegde, Chinmay, Fritz Keinert +3 · 1 citation
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Bayesian Modeling and Causal Inference
20. Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing
    2024/07/04 by Anushrut Jignasu, Kelly O. Marshall, Jignasu, Anushrut +13 · 2 citations
    Engineering · #Additive Manufacturing and 3D Printing Technologies
21. Cross-Gradient Aggregation for Decentralized Learning from Non-IID data
    2021/03/02 by Yasaman Esfandiari, Sin Yong Tan, Esfandiari, Yasaman +11 · 2 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques
22. When Are Concepts Erased From Diffusion Models?
    2025/05/22 by Kunpeng Lu, Lu, Kevin, Nicky Kriplani +11 · 3 citations
    Social Sciences · Computer Science · #Misinformation and Its Impacts #Domain Adaptation and Few-Shot Learning #Topic Modeling
23. Scaling TabPFN: Sketching and Feature Selection for Tabular Prior-Data Fitted Networks
    2023/11/17 by Benjamin Feuer, Feuer, Benjamin, Chinmay Hegde +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)
24. Alternating Phase Projected Gradient Descent with Generative Priors for\n Solving Compressive Phase Retrieval
    2019/03/06 by Rakib Hyder, Hyder, Rakib, Viraj Shah +5 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques #Optical measurement and interference techniques
25. SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification
    2024/10/07 by Benjamin Feuer, Jiawei Xu, Feuer, Benjamin +9 · 1 citation
    Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
26. Towards Large Reasoning Models for Agriculture
    2025/05/25 by Hossein Zaremehrjerdi, Zaremehrjerdi, Hossein, Shreyan Ganguly +37 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Topic Modeling
27. WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training
    2025/01/30 by Benjamin Feuer, Feuer, Benjamin, Chinmay Hegde +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
28. SolidMark: Evaluating Image Memorization in Generative Models
    2025/03/01 by Nicky Kriplani, Kriplani, Nicky, Minh Pham +7 · 1 citation
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Augmented Reality Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)