Papers
12094 papers
ICLR2025
Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond
Summary pending...
Federated Continual LearningCatastrophic ForgettingUncertainty Estimation
ICLR2025
Equivariant Masked Position Prediction for Efficient Molecular Representation
Summary pending...
Self-supervised Learning; Graph Neural Network; Molecular Property Prediction;
ICLR2025
PETRA: Parallel End-to-end Training with Reversible Architectures
Summary pending...
Model parallelismDelayed gradientReversible architectures
ICLR2025
SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
Summary pending...
Continual learning; Low-rank adaptation
ICLR2025
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
Summary pending...
3D molecule generationmolecular conformer generationlarge language models
ICLR2025
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
Summary pending...
Discrete Diffusion ModelsDiffusion ModelsLanguage Modeling
ICLR2025
To Code or Not To Code? Exploring Impact of Code in Pre-training
Summary pending...
code datapre-trainingcode pre-training
ICLR2025
Unsupervised Zero-Shot Reinforcement Learning via Dual-Value Forward-Backward Representation
Summary pending...
unsupervised reinforcement learningzero-shot generalizationskill discovery
ICLR2025
The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model
Summary pending...
Large Language ModelMultilingualCode
ICLR2025
Robust LLM safeguarding via refusal feature adversarial training
Summary pending...
large language modelsadversarial robustnessrepresentation analysis
ICLR2025
Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model
Summary pending...
longcontextpre-trainingscaling
ICLR2025
Divergence of Neural Tangent Kernel in Classification Problems
Summary pending...
neural tangent kernelneural networkcross-entropy loss
ICLR2025
Learning Successor Features with Distributed Hebbian Temporal Memory
Summary pending...
temporal memorysuccessor featuresonline learning
ICLR2025
Semi-Supervised CLIP Adaptation by Enforcing Semantic and Trapezoidal Consistency
Summary pending...
Semi-supervised learningVision-language pre-training
ICLR2025
Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
Summary pending...
Capability Localization; Knowledge Localization
ICLR2025
EgoSim: Egocentric Exploration in Virtual Worlds with Multi-modal Conditioning
Summary pending...
Controllable video generationEgocentric video predictionWorld model
ICLR2025
On the Benefits of Attribute-Driven Graph Domain Adaptation
Summary pending...
Deep Learning and representational learning
ICLR2025
CAT-3DGS: A Context-Adaptive Triplane Approach to Rate-Distortion-Optimized 3DGS Compression
Summary pending...
3D Gaussian SplattingRate-Distortion OptimizationContext Models
ICLR2025
metabench - A Sparse Benchmark of Reasoning and Knowledge in Large Language Models
Summary pending...
llmbenchmarkingitem response theory
ICLR2025
Efficient Online Pruning and Abstraction for Imperfect Information Extensive-Form Games
Summary pending...
Game TheoryImperfect Information GamesCounterfactual Regret Minimization