Papers
12094 papers
ICLR2025
Efficient and Accurate Explanation Estimation with Distribution Compression
Summary pending...
explainable aifeature attributionsfeature importance
ICLR2025
Class Distribution-induced Attention Map for Open-vocabulary Semantic Segmentations
Summary pending...
Vision Language ModelDense Localization
ICLR2025
GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
Summary pending...
GUIGUI AgentMultimodal Large Language Model
ICLR2025
TD-Paint: Faster Diffusion Inpainting Through Time-Aware Pixel Conditioning
Summary pending...
Diffusion modelInpainting
ICLR2025
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding
Summary pending...
MAPFMARLRL
ICLR2025
Training-Free Message Passing for Learning on Hypergraphs
Summary pending...
HypergraphsHypergraph Neural NetworksGraph Neural Networks
ICLR2025
LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging
Summary pending...
Model merging; Model editing; Catastrophic forgetting; Multi-task learning; OOD generalization
ICLR2025
Filtered not Mixed: Filtering-Based Online Gating for Mixture of Large Language Models
Summary pending...
Optimal filteringLLMsmixture-of-experts
ICLR2025
RESfM: Robust Deep Equivariant Structure from Motion
Summary pending...
3D ReconstructionOutlier RemovalStructure from Motion
ICLR2025
A Differentiable Rank-Based Objective for Better Feature Learning
Summary pending...
ranksstatisticsmachine learning
ICLR2025
Controlling Language and Diffusion Models by Transporting Activations
Summary pending...
controllabilitygenerative modelstoxicity
ICLR2025
Language Guided Skill Discovery
Summary pending...
Unsupervised Skill DiscoveryGuided Skill DiscoveryReinforcement Learning
ICLR2025
TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation
Summary pending...
Diffusion ModelsCustom ConceptsText-to-Image
ICLR2025
Neural Functions for Learning Periodic Signal
Summary pending...
PeriodicityNeural function
ICLR2025
Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
Summary pending...
Protein IdentificationMass SpectrumProteomics
ICLR2025
How Far Are We from True Unlearnability?
Summary pending...
shortcut learningunlearnable datasetloss landscape
ICLR2025
Towards a Complete Logical Framework for GNN Expressiveness
Summary pending...
graph neural networkslogic
ICLR2025
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning
Summary pending...
in-context reinforcement learningreinforcement learningxland
ICLR2025
Simulating Training Dynamics to Reconstruct Training Data from Deep Neural Networks
Summary pending...
Dataset reconstructionTraining dynamicsMemorization
ICLR2025
Designing Mechanical Meta-Materials by Learning Equivariant Flows
Summary pending...
neural network equivariant flowinverse designdifferentiable simulator