Papers
12094 papers
ICLR2025
$\phi$-Update: A Class of Policy Update Methods with Policy Convergence Guarantee
Summary pending...
reinforcement learningpolicy optimizationpolicy convergence
ICLR2025
INS: Interaction-aware Synthesis to Enhance Offline Multi-agent Reinforcement Learning
Summary pending...
Multi-agent reinforcement learningOffline reinforcement learningDiffusion models
ICLR2025
Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction
Summary pending...
RAGCoTSelf-play
ICLR2025
$F^3Set$: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos
Summary pending...
temporal event spottingfine-grained video understandingvideo analytics
ICLR2025
Model-agnostic meta-learners for estimating heterogeneous treatment effects over time
Summary pending...
causal inferencetreatment effect estimationCATE
ICLR2025
SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION
Summary pending...
AI AgentLLMMLLM
ICLR2025
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax
Summary pending...
information theorydeep infomaxself-supervised learning
ICLR2025
TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark
Summary pending...
test generationsoftware engineeringlanguage models
ICLR2025
UV-Attack: Physical-World Adversarial Attacks on Person Detection via Dynamic-NeRF-based UV Mapping
Summary pending...
Adversarial Attack; Person Detection; NeRF; UV-Mapping
ICLR2025
Stochastic Bandits Robust to Adversarial Attacks
Summary pending...
Robust AlgorithmsMulti-armed BanditsAdversarial Attacks
ICLR2025
ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler
Summary pending...
Keyframe interpolationStable video diffusionBidirectional diffusion sampling
ICLR2025
HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models
Summary pending...
text-guided image inpaintingdiffusion modelshigh-resolution image inpainting
ICLR2025
ECD: A Machine Learning Benchmark for Predicting Enhanced-Precision Electronic Charge Density in Crystalline Inorganic Materials
Summary pending...
Electronic Charge DensityCrystalline Inorganic MaterialsGraph Neural Network
ICLR2025
Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences
Summary pending...
AbstractionChunkingCognitive Science
ICLR2025
Biologically Plausible Brain Graph Transformer
Summary pending...
braingraph learningtransformer
ICLR2025
Variational Bayesian Pseudo-Coreset
Summary pending...
Bayesian Pseudo-CoresetVariational Inference
ICLR2025
Dimension Agnostic Neural Processes
Summary pending...
Neural Processesvarying dimensionregression
ICLR2025
Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning
Summary pending...
dynamical systemenergy landscapedeep learning
ICLR2025
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval
Summary pending...
Text-Video RetrievalEfficient Fine-tuningTemporal Redundancy
ICLR2025
DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model
Summary pending...
Large Language ModelProgram Representation LearningVerilog Understanding and Generation