Papers
12094 papers
ICLR2025
Multi-Label Test-Time Adaptation with Bound Entropy Minimization
Summary pending...
Vision-Language ModelsZero-Shot Multi-Label GeneralizationTest-Time Adaptation
ICLR2025
TabM: Advancing tabular deep learning with parameter-efficient ensembling
Summary pending...
tabulartabular datadeep learning
ICLR2025
AgentRefine: Enhancing Agent Generalization through Refinement Tuning
Summary pending...
agentself-refinediversity
ICLR2025
PIED: Physics-Informed Experimental Design for Inverse Problems
Summary pending...
Physics-Informed Neural NetworkPINNsExperimental Design
ICLR2025
Sparse autoencoders reveal selective remapping of visual concepts during adaptation
Summary pending...
interpretabilityvision-language modelssparse autoencoder
ICLR2025
DarkBench: Benchmarking Dark Patterns in Large Language Models
Summary pending...
Dark PatternsAI DeceptionLarge Language Models
ICLR2025
Self-supervised contrastive learning performs non-linear system identification
Summary pending...
system identificationdynamics learningidentifiability
ICLR2025
Beyond Random Masking: When Dropout meets Graph Convolutional Networks
Summary pending...
Graph neural networksDropout
ICLR2025
ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization
Summary pending...
Offline Reinforcement LearningMulti-Agent Reinforcement LearningStationary Distribution Correction Estimation
ICLR2025
Probabilistic Conformal Prediction with Approximate Conditional Validity
Summary pending...
Conformal PredictionConditional coverageProbabilistic method
ICLR2025
ADAM: An Embodied Causal Agent in Open-World Environments
Summary pending...
embodied agentcausalitylarge language model
ICLR2025
How new data permeates LLM knowledge and how to dilute it
Summary pending...
fine-tuninghallucinationsknowledge injection
ICLR2025
Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery
Summary pending...
LLM EvaluationMedical EvaluationLarge Language Model
ICLR2025
Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations
Summary pending...
Graph neural networkdistant supervision
ICLR2025
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
Summary pending...
faithfulnesshallucinationconditional text generation
ICLR2025
Ward: Provable RAG Dataset Inference via LLM Watermarks
Summary pending...
llmwatermarksdataset inference
ICLR2025
ProAdvPrompter: A Two-Stage Journey to Effective Adversarial Prompting for LLMs
Summary pending...
jailbreaking attacks; large language model
ICLR2025
Herald: A Natural Language Annotated Lean 4 Dataset
Summary pending...
Lean 4AutoformalizingLLM
ICLR2025
Drop-Upcycling: Training Sparse Mixture of Experts with Partial Re-initialization
Summary pending...
mixture of expertslarge language modelscontinual pre-training