Papers
12094 papers
ICLR2025
SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models
Summary pending...
Fine-grained EvaluationAdaptive Multi-dimensional EvaluatorLarge Language Models
ICLR2025
ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts
Summary pending...
Vision-language ModelingKnowledge TransferVision Experts
ICLR2025
Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient
Summary pending...
Developmental InterpretabilityMechanistic InterpretabilitySingular Learning Theory
ICLR2025
Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning
Summary pending...
Machine UnlearningLarge Language Model
ICLR2025
Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning
Summary pending...
Logical ReasoningLarge Language ModelsNeurosymbolic Approaches
ICLR2025
Fast and Slow Streams for Online Time Series Forecasting Without Information Leakage
Summary pending...
online time series forecastingconcept driftonline learning
ICLR2025
Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning
Summary pending...
Reinforcement LearningMemoryPOMDP
ICLR2025
Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection
Summary pending...
Federated Learning
ICLR2025
Controllable Generation via Locally Constrained Resampling
Summary pending...
Neuro-symbolicLLMsControllable Generation
ICLR2025
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
Summary pending...
Efficient LLMParameter SharingRelaxed Recursive Transformer
ICLR2025
Empowering LLM Agents with Zero-Shot Optimal Decision-Making through Q-learning
Summary pending...
Large language modelsAgentOptimal decision-making
ICLR2025
CryoFM: A Flow-based Foundation Model for Cryo-EM Densities
Summary pending...
cryoEM; foundation model; flow matching
ICLR2025
MELODI: Exploring Memory Compression for Long Contexts
Summary pending...
MemoryCompressionLong Context
ICLR2025
DexTrack: Towards Generalizable Neural Tracking Control for Dexterous Manipulation from Human References
Summary pending...
Dexterous ManipulationNeural Tracking ControlHomotopy Optimization
ICLR2025
Event-Driven Online Vertical Federated Learning
Summary pending...
Vertical Federated LearningOnline LearningEvent Driven
ICLR2025
Exploring Learning Complexity for Efficient Downstream Dataset Pruning
Summary pending...
data efficiency
ICLR2025
Scaling Long Context Training Data by Long-Distance Referrals
Summary pending...
long context training; continue training; dataset;
ICLR2025
FIG: Flow with Interpolant Guidance for Linear Inverse Problems
Summary pending...
Flow MatchingDiffusion ModelLinear Inverse Problems
ICLR2025
The AdEMAMix Optimizer: Better, Faster, Older
Summary pending...
OptimizationLLMDeep Learning