1. Evaluating generalization in protein–ligand cofolding methods
   2026/05/01 by Peter Škrinjar, Jérôme Eberhardt, Gabriel Studer +3 · 1 voice · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Benchmark (surveying) #Benchmarking #Computational Drug Discovery Methods #Deep learning #Field (mathematics) #Generalization #Machine Learning in Materials Science #Memorization #Protein Structure and Dynamics
2. Sifting the Noise: A Comparative Study of LLM Agents in Vulnerability False Positive Filtering
   2026/01/30 by Yunpeng Xiong, Ting Zhang · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Benchmark (surveying) #False positive rate #Generalization #Identification (biology) #Java #Security and Verification in Computing #Software deployment #Vulnerability (computing) #Web Application Security Vulnerabilities #cs.SE
3. Subjective functions
   2025/12/17 by Samuel J. Gershman, Gershman, Samuel J. · 1 voice · 1 citation
   Computer Science · Neuroscience · #Adept #Computability, Logic, AI Algorithms #Embodied and Extended Cognition #Function (biology) #Generalization #Human intelligence #Property (philosophy) #Psychiatry, Mental Health, Neuroscience
4. Extending the Context of Pretrained LLMs by Dropping Their Positional Embeddings
   2025/12/13 by Yoav Gelberg, Koshi Eguchi, Gelberg, Yoav +5 · 2 voices · 5 citations
   Computer Science · #Bottleneck #Context (archaeology) #Context model #Embedding #Generalization #Key (lock) #Language model #Natural Language Processing Techniques #Sequence (biology) #Speech Recognition and Synthesis #Topic Modeling
5. Weird Generalization and Inductive Backdoors: New Ways to Corrupt LLMs
   2025/12/10 by Jan Betley, Betley, Jan, Jorio Cocola +12 · 33 voices · 12 citations
   Computer Science · #Authorship Attribution and Profiling #Backdoor #CITES #Generalization #Machine Learning in Healthcare #Phenomenon #Poverty #Sketch #Topic Modeling
6. H-Neurons: On the Existence, Impact, and Origin of Hallucination-Associated Neurons in LLMs
   2025/12/01 by Cheng Gao, Huimin Chen, Gao, Cheng +9 · 14 voices · 4 citations
   Computer Science · Engineering · Medicine · #Adversarial Robustness in Machine Learning #Bridge (graph theory) #Ferroelectric and Negative Capacitance Devices #Generalization #Neural activity #Neuron #Psychosis #Schizophrenia research and treatment #TRACE (psycholinguistics)
7. Steering Awareness: Detecting Activation Steering from Within
   2025/11/26 by Africa, David Demitri, Rivera, Joshua Fonseca · 1 voice · 2 citations
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Component (thermodynamics) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Focus (optics) #Generalization #Introspection #Memorization #Metacognition #Multimodal Machine Learning Applications #Neurobiology of Language and Bilingualism #Representation (politics) #Security token #Topic Modeling
8. MedROV: Towards Real-Time Open-Vocabulary Detection Across Diverse Medical Imaging Modalities
   2025/11/25 by Sheikh, Tooba Tehreem, Lahoud, Jean, Anwer, Rao Muhammad +3 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Benchmark (surveying) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Deep learning #FOS: Computer and information sciences #Generalization #Limiting #Medical imaging #Modalities #Multimodal Machine Learning Applications #Object detection #Vocabulary
9. Scaling Cross-Embodiment World Models for Dexterous Manipulation
   2025/11/03 by Zihao He, Bo Ai, He, Zihao +16 · 3 citations
   Computer Science · Engineering · Neuroscience · #Action (physics) #Generalization #Interface (matter) #Kinematics #Motor Control and Adaptation #Reinforcement Learning in Robotics #Representation (politics) #Robot #Robot Manipulation and Learning
10. LLMs Encode How Difficult Problems Are
    2025/10/20 by William Lugoloobi, Lugoloobi, William, Chris Russell +1 · 11 voices · 1 citation
    Computer Science · #Code (set theory) #Coding (social sciences) #ENCODE #Generalization #Natural Language Processing Techniques #Predictive coding #Representation (politics) #Security token #Text Readability and Simplification #Topic Modeling #cs.CL
11. Algorithmic Primitives and Compositional Geometry of Reasoning in Language Models
    2025/10/13 by Samuel Lippl, Lippl, Samuel, Thomas McGee +13 · 2 voices · 3 citations
    Computer Science · #Automated reasoning #Generalization #Geometric primitive #Graph #Inference #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Spatial intelligence #Task (project management) #Topic Modeling #Tracing
12. Less is More: Recursive Reasoning with Tiny Networks
    2025/10/06 by Alexia Jolicoeur‐Martineau, Alexia Jolicoeur-Martineau, Jolicoeur-Martineau, Alexia · 41 voices
    Computer Science · #Artificial neural network #Automated reasoning #Generalization #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Recurrent neural network #Recursive functions #Semantic Web and Ontologies
13. Everyone prefers human writers, including AI
    2025/10/09 by Wouter Haverals, Meredith Martin, Haverals, Wouter +1 · 4 voices
    Computer Science · Medicine · Neuroscience · #Aesthetic Perception and Analysis #Artificial Intelligence in Games #Artificial Intelligence in Healthcare and Education #Attribution #Creativity #Generalization #Point (geometry) #Replicate #Style (visual arts) #Writing style
14. Empirical PAC-Bayes Bounds for Markov Chains
    2025/09/25 by Vahe Karagulyan, Pierre Alquier, Karagulyan, Vahe +1 · 1 voice · 2 citations
    Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Constant (computer programming) #Generalization #Markov Chains and Monte Carlo Methods #Markov chain #Markov chain mixing time #Markov kernel #Markov process #Mixing (physics) #Spectral gap #Upper and lower bounds
15. Estimating Waiting Distances between Genealogy Changes under a Multi-Species Extension of the Sequentially Markov Coalescent
    2025/09/09 by Patrick McKenzie, Deren A. R. Eaton · 1 voice · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Bayesian probability #Coalescent theory #Effective population size #Generalization #Genetic Mapping and Diversity in Plants and Animals #Genetic diversity and population structure #Genome #Genomics and Phylogenetic Studies #Inference #Markov chain #Phylogenetic tree #Population #Tree (set theory)
16. AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation
    2025/08/21 by Ruipu Wu, Wu, Ruipu, Yige Zhang +13 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Construct (python library) #FOS: Computer and information sciences #Generalization #Motion (physics) #Multimodal Machine Learning Applications #Natural language #Object (grammar) #Set (abstract data type) #Task (project management) #UAV Applications and Optimization
17. A Novel Image Similarity Metric For Scene Composition Structure
    2025/08/07 by Md Redwanul Haque, Haque, Md Redwanul, Manzur Murshed +5 · 2 citations
    Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Generalization #Generative Adversarial Networks and Image Synthesis #Generative grammar #Generative model #Image (mathematics) #Metric (unit) #Monotonic function #Pattern recognition (psychology) #Similarity (geometry) #Visual Attention and Saliency Detection
18. Psychometric Considerations in Assessing Fear Generalization as a Predictor of Anxiety
    2025/07/25 by Yannik Stegmann, Mario Reutter, Katharina Hutterer +13 · 1 voice · 3 citations
    Mathematics · Neuroscience · Psychology · #Anxiety #Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes #Clinical psychology #Generalization #Mathematics #Memory and Neural Mechanisms #Neural and Behavioral Psychology Studies #Psychiatry #Psychology
19. Can Interpretation Predict Behavior on Unseen Data?
    2025/07/08 by Victoria R. Li, Li, Victoria R., Jenny Kaufmann +8 · 1 voice · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Feature (linguistics) #Generalization #Interpretability #Interpretation (philosophy) #Machine Learning in Healthcare #Population #Simple (philosophy) #cs.AI #cs.CL #cs.LG
20. 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
21. 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
22. SAFE: Finding Sparse and Flat Minima to Improve Pruning
    2025/06/07 by Dong-Yeop Lee, Lee, Dongyeop, Kwanhee Lee +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
23. 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
24. Theoretical Analysis of Positional Encodings in Transformer Models: Impact on Expressiveness and Generalization
    2025/06/05 by Yin Li, Li Yin, 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
25. 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
26. 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)
27. 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
28. Sugar-Coated Poison: Benign Generation Unlocks LLM Jailbreaking
    2025/04/08 by Yuhang Wu, Yu-Hang 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
29. 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)
30. Theory-to-Practice Gap for Neural Networks and Neural Operators
    2025/03/23 by Philipp Grohs, Samuel Lanthaler, Grohs, Philipp +3 · 3 citations
    Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Artificial neural network #Bounded function #Convergence (economics) #Deep learning #Generalization #Markov Chains and Monte Carlo Methods #Operator (biology) #Parametric statistics #Rate of convergence #Stochastic Gradient Optimization Techniques #cs.LG #math.FA

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