Papers
12094 papers
ICLR2025
Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions
Summary pending...
distribution shiftsubpopulation shiftspurious correlation
ICLR2025
Towards Faster Decentralized Stochastic Optimization with Communication Compression
Summary pending...
OptimizationDecentralized LearningFederated Learning
ICLR2025
Local Loss Optimization in the Infinite Width: Stable Parameterization of Predictive Coding Networks and Target Propagation
Summary pending...
deep learningfeature learninglocal learning
ICLR2025
JudgeLM: Fine-tuned Large Language Models are Scalable Judges
Summary pending...
LLM Judging
ICLR2025
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
Summary pending...
LLM BenchmarkData Science and EngineeringCode Generation
ICLR2025
Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study
Summary pending...
LLMsVerbalized confidenceShortcut learning
ICLR2025
Why In-Context Learning Models are Good Few-Shot Learners?
Summary pending...
In-Context LearningMeta-Learning
ICLR2025
SIM: Surface-based fMRI Analysis for Inter-Subject Multimodal Decoding from Movie-Watching Experiments
Summary pending...
movie-watching experimentfMRIcortical analysis
ICLR2025
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
Summary pending...
spiking neural networks
ICLR2025
SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models
Summary pending...
Multimodal Large Language ModelsSports UnderstandingBenchmark
ICLR2025
Neural Dueling Bandits: Preference-Based Optimization with Human Feedback
Summary pending...
Contextual Dueling BanditsPreferences LearningHuman Feedback
ICLR2025
Relax and Merge: A Simple Yet Effective Framework for Solving Fair $k$-Means and $k$-sparse Wasserstein Barycenter Problems
Summary pending...
clusteringk-meansfairness
ICLR2025
Distilling Dataset into Neural Field
Summary pending...
Dataset distillationDataset condensationNeural field
ICLR2025
The Unreasonable Ineffectiveness of the Deeper Layers
Summary pending...
NLPPruningScience of Deep Learning
ICLR2025
Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification
Summary pending...
Continual LearningSequential LearningGradient Descent
ICLR2025
Charting the Design Space of Neural Graph Representations for Subgraph Matching
Summary pending...
Graph RetrievalGraph Neural NetworksSubgraph Matching
ICLR2025
K-HALU: Multiple Answer Korean Hallucination Benchmark for Large Language Models
Summary pending...
HallucinationBenchmark datasetMultiple answer
ICLR2025
One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning
Summary pending...
Anomaly detectionfew-shotvision-language model
ICLR2025
URLOST: Unsupervised Representation Learning without Stationarity or Topology
Summary pending...
Unsupervised learningSelf-Supervised LearningNeuroAI
ICLR2025
LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token
Summary pending...
Large Multimodal ModelsLarge Language Models