Papers
12094 papers
ICLR2025
Efficient Discovery of Pareto Front for Multi-Objective Reinforcement Learning
Summary pending...
multi-objective reinforcement learningconstrained reinforcement learning
ICLR2025
Fast and Accurate Blind Flexible Docking
Summary pending...
Blind Flexible Molecular DockingStructure PredictionAI4Science
ICLR2025
Wide Neural Networks Trained with Weight Decay Provably Exhibit Neural Collapse
Summary pending...
neural collapsegradient descent trainingweight decay
ICLR2025
An Online Learning Theory of Trading-Volume Maximization
Summary pending...
regret minimizationbilateral tradeonline learning
ICLR2025
Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models
Summary pending...
classifier-free guidancediffusion models
ICLR2025
ReSi: A Comprehensive Benchmark for Representational Similarity Measures
Summary pending...
representational similaritybenchmarkgrounding
ICLR2025
Learning Long Range Dependencies on Graphs via Random Walks
Summary pending...
Graph neural networksGraph transformersRandom walks
ICLR2025
ViSAGe: Video-to-Spatial Audio Generation
Summary pending...
Audio GenerationAudio-Visual LearningSpatial Audio
ICLR2025
Beyond Circuit Connections: A Non-Message Passing Graph Transformer Approach for Quantum Error Mitigation
Summary pending...
Quantum Error Mitigation; Graph Transformer
ICLR2025
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist
Summary pending...
Mathmatical ReasoningGeometry reasoningEvaluation
ICLR2025
Advancing Prompt-Based Methods for Replay-Independent General Continual Learning
Summary pending...
Continual LearningGeneral Continual LearningCatastrophic Forgetting
ICLR2025
QERA: an Analytical Framework for Quantization Error Reconstruction
Summary pending...
parameter-efficient fine-tuningPEFTLoRA
ICLR2025
Open-Set Graph Anomaly Detection via Normal Structure Regularisation
Summary pending...
Graph Anomaly DetectionOutlier DetectionSocial Network Analysis
ICLR2025
An Intelligent Agentic System for Complex Image Restoration Problems
Summary pending...
image restorationlow-level visionagent
ICLR2025
Re-evaluating Open-ended Evaluation of Large Language Models
Summary pending...
EvaluationGame TheoryLarge Language Model
ICLR2025
Operator Deep Smoothing for Implied Volatility
Summary pending...
Financial EngineeringNeural OperatorsOption Pricing
ICLR2025
Occlusion-aware Non-Rigid Point Cloud Registration via Unsupervised Neural Deformation Correntropy
Summary pending...
Unsupervised DeformationNeural Implicit RepresentationsCorrentropy
ICLR2025
TODO: Enhancing LLM Alignment with Ternary Preferences
Summary pending...
LLMPreference alignmentTernary Preference
ICLR2025
EvA: Erasing Spurious Correlations with Activations
Summary pending...
spurious correlationcompute efficiencydata efficiency
ICLR2025
Understanding Virtual Nodes: Oversquashing and Node Heterogeneity
Summary pending...
Graph Neural NetworksMessage PassingVirtual Nodes