Papers
12094 papers
ICLR2025
Single Teacher, Multiple Perspectives: Teacher Knowledge Augmentation for Enhanced Knowledge Distillation
Summary pending...
TeKAPTeacher Knowledge AugmentationTeacher Knowledge Perturbation
ICLR2025
Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning
Summary pending...
model-based offline reinforcement learningoffline reinforcement learninglower expectile return
ICLR2025
Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search
Summary pending...
Neural Combinatorial OptimizationTravelling salesman problem
ICLR2025
Learning Partial Graph Matching via Optimal Partial Transport
Summary pending...
Graph MatchingOptimal Transport
ICLR2025
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
Summary pending...
GFlowNetsde novo molecular generationsynthesizable molecular design
ICLR2025
Continuous Diffusion for Mixed-Type Tabular Data
Summary pending...
synthetic data generationdiffusion modelgenerative model
ICLR2025
SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels
Summary pending...
Node Anomaly DetectionGraph Neural NetworkMultiple Spaces
ICLR2025
Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning
Summary pending...
Offline Reinforcement LearningDiffusion ModelsActor-critic Learning
ICLR2025
Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
Summary pending...
Knowledge EditingLarge Language Models
ICLR2025
A Solvable Attention for Neural Scaling Laws
Summary pending...
self-attentionscaling lawssolution of learning dynamics
ICLR2025
Conformalized Survival Analysis for General Right-Censored Data
Summary pending...
conformal predictionsurvival analysisPAC
ICLR2025
A Stochastic Approach to the Subset Selection Problem via Mirror Descent
Summary pending...
Nonconvex OptimizationSubset SelectionStochastic
ICLR2025
Improving Long-Text Alignment for Text-to-Image Diffusion Models
Summary pending...
Long Text AlignmentDiffusion ModelsPreference Optimization
ICLR2025
Toward Exploratory Inverse Constraint Inference with Generative Diffusion Verifiers
Summary pending...
Inverse Reinforcement LearningGenerative Diffusion Model
ICLR2025
Unified Parameter-Efficient Unlearning for LLMs
Summary pending...
Large Language Model Unlearning; Machine Unlearning; Influence Function
ICLR2025
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
Summary pending...
Object-centric LearningFoundation Models
ICLR2025
ADMM for Nonconvex Optimization under Minimal Continuity Assumption
Summary pending...
Nonconvex OptimizationProximal Linearized ADMMNonsmooth Optimization
ICLR2025
MAST: model-agnostic sparsified training
Summary pending...
dropout theorysparse training
ICLR2025
DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models
Summary pending...
Weight SimilarityLarge Language ModelsDistribution of Cosine Similarity
ICLR2025
Cross-Domain Off-Policy Evaluation and Learning for Contextual Bandits
Summary pending...
Off-Policy EvaluationOff-Policy LearningImportance Weighting