Papers
12094 papers
ICLR2025
Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level Optimization
Summary pending...
offline reinforcement learning;bi-level optimization;value alignment
ICLR2025
One Hundred Neural Networks and Brains Watching Videos: Lessons from Alignment
Summary pending...
representational alignmentRepresentational Similarity AnalysisRSA
ICLR2025
Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs
Summary pending...
diffusion modelconditional generationinverse problems
ICLR2025
Bridging the Data Provenance Gap Across Text, Speech, and Video
Summary pending...
training dataauditspeech
ICLR2025
Understanding Factual Recall in Transformers via Associative Memories
Summary pending...
transformersassociative memoriesfactual recall
ICLR2025
The Belief State Transformer
Summary pending...
representation learningtransformersnext-token prediction
ICLR2025
Diffusion Transformers for Tabular Data Time Series Generation
Summary pending...
tabular data generationtime seriesdiffusion models
ICLR2025
Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation
Summary pending...
differential privacyshape analysisfunctional data analysis
ICLR2025
Interpreting Emergent Planning in Model-Free Reinforcement Learning
Summary pending...
reinforcement learninginterpretabilityplanning
ICLR2025
On Targeted Manipulation and Deception when Optimizing LLMs for User Feedback
Summary pending...
manipulationdeceptionalignment
ICLR2025
Non-Equilibrium Dynamics of Hybrid Continuous-Discrete Ground-State Sampling
Summary pending...
Combinatorial optimizationDegenerate ground-state samplingMetropolis-Hastings algorithm
ICLR2025
Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification
Summary pending...
Decision-focused learningdecision makinguncertainty quantification
ICLR2025
ScImage: How good are multimodal large language models at scientific text-to-image generation?
Summary pending...
LLMsmultimodalityscience
ICLR2025
Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning
Summary pending...
Reinforcement Learning; Vision-Language Models; Temporal Abstraction
ICLR2025
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models
Summary pending...
Mathematical BenchmarkLLM EvaluationOlympic
ICLR2025
Learning Color Equivariant Representations
Summary pending...
Equivariant Neural NetworkGeometric Deep LearningGroup Convolution
ICLR2025
Surprising Effectiveness of pretraining Ternary Language Model at Scale
Summary pending...
Large Language Modelslow-bit language modelsquantization-aware training
ICLR2025
Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information
Summary pending...
neural representation
ICLR2025
Restructuring Vector Quantization with the Rotation Trick
Summary pending...
Vector QuantizationVQ-VAE