Papers
12094 papers
ICLR2025
ProteinBench: A Holistic Evaluation of Protein Foundation Models
Summary pending...
Protein foundation modelbenchmarkprotein design
ICLR2025
A Theoretical Analysis of Self-Supervised Learning for Vision Transformers
Summary pending...
Theory of transformersConvergence analysisNonconvex optimization
ICLR2025
RouteLLM: Learning to Route LLMs from Preference Data
Summary pending...
Large language modelsquery routing
ICLR2025
Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception
Summary pending...
Point ClusterCollaborative Perception
ICLR2025
Image Watermarks are Removable using Controllable Regeneration from Clean Noise
Summary pending...
WatermarkDetectionRobustness
ICLR2025
Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment
Summary pending...
AlignmentInverse Reinforcement LearningReinforment Learning from Human Feedback
ICLR2025
Discovering Group Structures via Unitary Representation Learning
Summary pending...
group theoryrepresentation theoryrepresentation learning
ICLR2025
Identifiability for Gaussian Processes with Holomorphic Kernels
Summary pending...
Equivalence of Gaussian random measure; kernel parameters; periodicity; identifiability; interpretability
ICLR2025
SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation
Summary pending...
state entropy maximizationunsupervised reinforcement learning
ICLR2025
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
Summary pending...
ReasoningLarge Language ModelsMathematical Reasoning
ICLR2025
HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks
Summary pending...
mechanistic interpretabilitycausal abstractionhypernetwork
ICLR2025
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
Summary pending...
Mixture-of-ExpertsDifferentiable RoutingSparsity
ICLR2025
Consistency Checks for Language Model Forecasters
Summary pending...
forecastingmarketstrading
ICLR2025
Score-based Self-supervised MRI Denoising
Summary pending...
Generalized Denoising Score Matching; Self-supervised Learning; Self-supervised Denoising; Score-based denoising; Medical Image Denoising;
ICLR2025
Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
Summary pending...
single-index modelfeature learninggradient-based method
ICLR2025
Toward Understanding In-context vs. In-weight Learning
Summary pending...
In-context learninggeneralization errortransformers
ICLR2025
LancBiO: Dynamic Lanczos-aided Bilevel Optimization via Krylov Subspace
Summary pending...
Bilevel OptimizationLanczos ProcessKrylov Subspace
ICLR2025
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization
Summary pending...
Reinforcement learningExploration in off-policy methodsContinuous control
ICLR2025
Forgetting Transformer: Softmax Attention with a Forget Gate
Summary pending...
sequence modellong-context sequence modelingTransformer
ICLR2025
Learning Neural Networks with Distribution Shift: Efficiently Certifiable Guarantees
Summary pending...
pac learningdistribution shiftdistribution testing