31. Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
    2025/06/20 by Luo, Wenyang, Qin, Haina, Chen, Zewen +6 · 9 citations
    Computer Science · #68U10 #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Degradation (telecommunications) #FOS: Computer and information sciences #Filling-in #Generalization #Generative Adversarial Networks and Image Synthesis #I.4.4 #Image (mathematics) #Image Enhancement Techniques #Image processing #Image restoration #Stability (learning theory)
32. Latent Action Diffusion for Cross-Embodiment Manipulation
    2025/06/17 by Erik Bauer, Elvis Nava, Bauer, Erik +3 · 4 citations
    Computer Science · Engineering · #Action (physics) #Anomaly Detection Techniques and Applications #Data-driven #Encoder #FOS: Computer and information sciences #Generalization #Human Motion and Animation #Human Pose and Action Recognition #Representation (politics) #Robot #Robotics (cs.RO) #Scalability #Space (punctuation)
33. Self-Adapting Language Models
    2025/06/12 by Adam Zweiger, Jyothish Pari, Zweiger, Adam +9 · 26 voices · 21 citations
    Computer Science · Medicine · #Adaptation (eye) #Artificial Intelligence in Healthcare and Education #Code (set theory) #Control (management) #Domain Adaptation and Few-Shot Learning #Generalization #Language model #Reinforcement learning #Restructuring #Topic Modeling
34. HunyuanVideo-HOMA: Generic Human-Object Interaction in Multimodal Driven Human Animation
    2025/06/10 by Ziyao Huang, Huang, Ziyao, Zixiang Zhou +23 · 5 citations
    Computer Science · #Animation #Computer facial animation #Context (archaeology) #Controllability #Face recognition and analysis #Generalization #Generative Adversarial Networks and Image Synthesis #Motion (physics) #Motion capture #Naturalness #Object (grammar) #Speech and Audio Processing
35. SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models
    2025/06/10 by Andrew Dei Rossi, Matteo Metaldi, Rossi, Alvise Dei +17 · 3 citations
    Medicine · Neuroscience · Psychology · #Divergence (linguistics) #EEG and Brain-Computer Interfaces #Ensemble forecasting #Ensemble learning #Entropy (arrow of time) #FOS: Computer and information sciences #Generalization #Ground truth #Machine Learning (cs.LG) #Multiple Models #Obstructive Sleep Apnea Research #Sleep and related disorders
36. SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy
    2025/06/10 by Yong Liang Goh, Zhiguang Cao, Goh, Yong Liang +9 · 2 citations
    Computer Science · Engineering · #Advanced Optical Network Technologies #Cluster analysis #Complexity and Algorithms in Graphs #Exploit #Generalization #Hierarchy #Key (lock) #Routing (electronic design automation) #Solver #Vehicle Routing Optimization Methods #Vehicle routing problem
37. SAFE: Finding Sparse and Flat Minima to Improve Pruning
    2025/06/07 by Dong-Yeop Lee, Kwanhee Lee, Lee, Dongyeop +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Artificial neural network #Domain Adaptation and Few-Shot Learning #Dual (grammatical number) #FOS: Computer and information sciences #Flatness (cosmology) #Generalization #Image (mathematics) #Machine Learning (cs.LG) #Maxima and minima #Projection (relational algebra) #Pruning #Stochastic Gradient Optimization Techniques
38. Interpretable Depression Detection from Social Media Text Using LLM-Derived Embeddings
    2025/06/07 by Samuel Kim, Kim, Samuel, Oghenemaro Imieye +3 · 2 citations
    Computer Science · Psychology · #Automatic summarization #Binary classification #Depression (economics) #Digital Mental Health Interventions #Generalization #Mental Health via Writing #Mental health #Psychological intervention #Sentiment Analysis and Opinion Mining #Social media
39. TerraFM: A Scalable Foundation Model for Unified Multisensor Earth Observation
    2025/06/06 by Muhammad Sohail Danish, Danish, Muhammad Sohail, Muhammad Akhtar Munir +13 · 3 citations
    Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Deep learning #Earth observation #FOS: Computer and information sciences #Feature learning #Generalization #Radar #Remote Sensing in Agriculture #Remote-Sensing Image Classification #Satellite #Scalability #Scale (ratio) #Segmentation #Synthetic Aperture Radar (SAR) Applications and Techniques
40. SatelliteFormula: Multi-Modal Symbolic Regression from Remote Sensing Imagery for Physics Discovery
    2025/06/06 by Zhenyu Yu, Yu, Zhenyu, Mohd Yamani Idna Idris +9 · 4 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Benchmark (surveying) #Bridging (networking) #Computer Vision and Pattern Recognition (cs.CV) #Consistency (knowledge bases) #Encoder #FOS: Computer and information sciences #Feature extraction #Gaussian Processes and Bayesian Inference #Generalization #Regression #Remote-Sensing Image Classification #Symbolic regression
41. On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity
    2025/06/04 by Quentin Bertrand, Bertrand, Quentin, Anne Gagneux +5 · 1 voice · 21 citations
    Computer Science · Decision Sciences · Engineering · Mathematics · #Contrast (vision) #Flow (mathematics) #Forecasting Techniques and Applications #Generalization #Generative grammar #Generative model #Key (lock) #Matching (statistics) #Reservoir Engineering and Simulation Methods #Simulation Techniques and Applications #cs.LG #stat.ML
42. Theoretical Analysis of Positional Encodings in Transformer Models: Impact on Expressiveness and Generalization
    2025/06/05 by Li Yin, Yin Li, Li, Yin · 5 voices · 1 citation
    Computer Science · Neuroscience · #Coding (social sciences) #Decoding methods #Encoding (memory) #Extrapolation #Face Recognition and Perception #Generalization #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Transformer #cs.AI #cs.LG
43. Relational reasoning and inductive bias in transformers and large language models
    2025/06/04 by Jesse Geerts, J. P. Geerts, Geerts, Jesse +9 · 3 voices · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Psychology · Social Sciences · #Child and Animal Learning Development #ENCODE #Generalization #Inductive bias #Inductive reasoning #Inference #Language and cultural evolution #Rule of inference #Topic Modeling #Transformer #Transitive relation #cs.LG #q-bio.NC
44. Self-orthogonalizing attractor neural networks emerging from the free energy principle
    2025/05/28 by Tamas Spisak, Tamás Spisák, Spisak, Tamas +2 · 3 voices · 2 citations
    Computer Science · Neuroscience · #Artificial neural network #Attractor #Bayesian inference #Bayesian probability #Boltzmann machine #Dynamic Bayesian network #Dynamical systems theory #Embodied and Extended Cognition #Free energy principle #Generalization #Generative Adversarial Networks and Image Synthesis #Inference #Neural Networks and Reservoir Computing #Neural dynamics and brain function
45. Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy
    2025/05/29 by Hugon Lee, Lee, Hugon, Hyeonbin Moon +5 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #Digital Transformation in Industry #Domain (mathematical analysis) #FOS: Computer and information sciences #FOS: Physical sciences #Generalization #Inverse #Key (lock) #Manufacturing Process and Optimization #Perspective (graphical)
46. Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization
    2025/05/29 by Vishal Dey, Xiaohua Hu, Dey, Vishal +3 · 1 citation
    Computer Science · Environmental Science · Materials Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Chemistry and Chemical Engineering #Code (set theory) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Generalization #Limiting #Machine Learning (cs.LG) #Machine Learning in Materials Science #Minification #Optimization problem #Series (stratigraphy)
47. EquAct: An SE(3)-Equivariant Multi-Task Transformer for Open-Loop Robotic Manipulation
    2025/05/27 by Xupeng Zhu, Qi Yu, Zhu, Xupeng +6 · 8 citations
    Engineering · #Advanced Control Systems Optimization #ENCODE #Equivariant map #FOS: Computer and information sciences #Generalization #Leverage (statistics) #Property (philosophy) #Robot #Robot Manipulation and Learning #Robotics (cs.RO) #Teleoperation and Haptic Systems #Transformer
48. Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning
    2025/05/26 by Jaehun Jung, Jung, Jaehun, Seungju Han +17 · 12 citations
    Engineering · #Entropy (arrow of time) #Generalization #Heuristics #Inference #Metric (unit) #Overfitting #Proxy (statistics) #Reservoir Engineering and Simulation Methods #Synthetic data #Test data
49. PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing
    2025/05/06 by Yiping Xie, Bo Zhao, Xie, Yiping +15 · 3 citations
    Computer Science · Engineering · Medicine · #Adaptation (eye) #Benchmark (surveying) #Bridge (graph theory) #Bridging (networking) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #Domain (mathematical analysis) #Domain adaptation #ECG Monitoring and Analysis #FOS: Computer and information sciences #Feature (linguistics) #Generalization #Motion (physics) #Non-Invasive Vital Sign Monitoring #Task (project management)
50. Memorization or Interpolation ? Detecting LLM Memorization through Input Perturbation Analysis
    2025/05/05 by Albérick Euraste Djiré, Djiré, Albérick Euraste, Abdoul Kader Kaboré +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Code (set theory) #Computation and Language (cs.CL) #Consistency (knowledge bases) #FOS: Computer and information sciences #Generalization #Interpolation (computer graphics) #Memorization #Natural Language Processing Techniques #Pearl #Vocabulary
51. N-ality symmetry and SPT phases in (1+1)d
    2025/04/28 by Jun Maeda, Maeda, Jun, Oishi, Tsubasa · 3 citations
    Chemistry · Materials Science · #Duality (order theory) #FOS: Physical sciences #Fusion #Generalization #High Energy Physics - Theory (hep-th) #Homogeneous space #Lattice (music) #Molecular spectroscopy and chirality #Quantum #Solid-state spectroscopy and crystallography #Strongly Correlated Electrons (cond-mat.str-el) #Symmetry (geometry) #Symmetry group #Type (biology)
52. Deep Reinforcement Learning Based Navigation with Macro Actions and Topological Maps
    2025/04/25 by Simon Hakenes, Tobias Glasmachers, Hakenes, Simon +1 · 2 citations
    Computer Science · Engineering · #Abstraction #Baseline (sea) #Generalization #Macro #Reinforcement Learning in Robotics #Reinforcement learning #Robotic Path Planning Algorithms #Robotics and Sensor-Based Localization #Simple (philosophy) #Topological map
53. RL-Driven Data Generation for Robust Vision-Based Dexterous Grasping
    2025/04/25 by Atsushi Kanehira, Naoki Wake, Kanehira, Atsushi +7 · 2 citations
    Computer Science · Engineering · Neuroscience · #Bottleneck #FOS: Computer and information sciences #GRASP #Generalization #Leverage (statistics) #Modular design #Motor Control and Adaptation #Object (grammar) #Reinforcement Learning in Robotics #Reinforcement learning #Robot Manipulation and Learning #Robotics (cs.RO) #Trajectory
54. Rethinking Generalizable Infrared Small Target Detection: A Real-scene Benchmark and Cross-view Representation Learning
    2025/04/23 by Yahao Lu, Yuehui Li, Lu, Yahao +9 · 2 citations
    Engineering · #Benchmark (surveying) #Code (set theory) #Computer Vision and Pattern Recognition (cs.CV) #Domain (mathematical analysis) #FOS: Computer and information sciences #False alarm #Feature (linguistics) #Generalization #Infrared Target Detection Methodologies #Intersection (aeronautics) #Noise (video) #Representation (politics)
55. Breaking the Data Barrier -- Building GUI Agents Through Task Generalization
    2025/04/14 by Junlei Zhang, Zhang, Junlei, Chang Ma +10 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generalization #Graphical user interface #Interface (matter) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Range (aeronautics) #Scarcity #Task (project management) #Topic Modeling #User interface
56. Sugar-Coated Poison: Benign Generation Unlocks LLM Jailbreaking
    2025/04/08 by Yu-Hang Wu, Yuhang Wu, Wu, Yu-Hang +8 · 3 voices · 4 citations
    Computer Science · #Action (physics) #Adversarial Robustness in Machine Learning #Adversarial system #Deep learning #Focus (optics) #Generalization #Hate Speech and Cyberbullying Detection #Interpretability #Meaning (existential) #Topic Modeling
57. Two by Two: Learning Multi-Task Pairwise Objects Assembly for Generalizable Robot Manipulation
    2025/04/09 by Yujin Qi, Qi, Yu, Yuanchen Ju +9 · 9 citations
    Engineering · Psychology · #3D Shape Modeling and Analysis #Component (thermodynamics) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Factory (object-oriented programming) #Focus (optics) #Generalization #Object (grammar) #Pairwise comparison #Robot #Robot Manipulation and Learning #Robotics (cs.RO) #Social Robot Interaction and HRI
58. A Dense Neighborhood Lemma: Applications of Partial Concept Classes to Domination and Chromatic Number
    2025/04/03 by Romain Bourneuf, Pierre Charbit, Bourneuf, Romain +3 · 1 voice · 6 citations
    Computer Science · Mathematics · #Advanced Graph Theory Research #Ball (mathematics) #Bounded function #Chromatic scale #Combinatorics (math.CO) #Computational Geometry and Mesh Generation #Discrete Mathematics (cs.DM) #Euclidean geometry #FOS: Computer and information sciences #FOS: Mathematics #Generalization #Graph #Lemma (botany) #Pairwise comparison #Random graph #Topological and Geometric Data Analysis #cs.DM #math.CO
59. How Cases Speak to One Another: Using Translation to Rethink Generalization in Political Science Research
    2025/04/02 by Erica S. Simmons, Nicholas Rush Smith · 1 voice · 1 citation
    Chemistry · Decision Sciences · Social Sciences · #Chemistry #Epistemology #Evaluation and Performance Assessment #Generalization #Law #Philosophy #Policy Transfer and Learning #Political science #Politics #Qualitative Comparative Analysis Research #Sociology #Translation (biology)
60. Generalization Bias in Large Language Model Summarization of Scientific Research
    2025/03/28 by Uwe Peters, Peters, Uwe, Benjamin Chin‐Yee +2 · 12 voices · 39 citations
    Computer Science · Medicine · Social Sciences · #AI in Service Interactions #Artificial Intelligence in Healthcare and Education #Automatic summarization #Benchmarking #Generalization #Language model #Scientific evidence #Scientific literacy #Scope (computer science) #Topic Modeling #cs.CL #cs.HC

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