Papers
12094 papers
ICLR2025
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
Summary pending...
Conformal PredictionGenerative ModelsRisk Control
ICLR2025
FIRING-Net: A filtered feature recycling network for speech enhancement
Summary pending...
speech enhancementtarget and non-target featuresself-attention
ICLR2025
SEPARATE: A Simple Low-rank Projection for Gradient Compression in Modern Large-scale Model Training Process
Summary pending...
efficient traininggradient compression
ICLR2025
Near-Optimal Online Learning for Multi-Agent Submodular Coordination: Tight Approximation and Communication Efficiency
Summary pending...
Online LearningSubmodular MaximizationSurrogate Gradient
ICLR2025
LiveXiv - A Multi-Modal live benchmark based on Arxiv papers content
Summary pending...
Multi-Modal DatasetVisual Question-AnsweringEfficient Evaluation
ICLR2025
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction
Summary pending...
Text-to-Image diffusion modelDiffusion model fine-tuning
ICLR2025
HiBug2: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging
Summary pending...
slice discoveryinterpretable error analysismultimodal
ICLR2025
Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization
Summary pending...
Interpretabilitynatural language processingfeature selection
ICLR2025
VTDexManip: A Dataset and Benchmark for Visual-tactile Pretraining and Dexterous Manipulation with Reinforcement Learning
Summary pending...
Robotics; Manipulation; Vision and tactile; Multi-modal pretraining; Reinforcement learning
ICLR2025
Continuous Ensemble Weather Forecasting with Diffusion models
Summary pending...
weather forecastingdiffusionensemble forecasting
ICLR2025
GraphArena: Evaluating and Exploring Large Language Models on Graph Computation
Summary pending...
Large Language Model EvaluationGraph Algorithms
ICLR2025
Adversarial Mixup Unlearning
Summary pending...
Machine UnlearningCatastrophic UnlearningMixup Regularization
ICLR2025
Risk-Sensitive Diffusion: Robustly Optimizing Diffusion Models with Noisy Samples
Summary pending...
Diffusion ModelsNoisy DataRisk-Sensitive SDE
ICLR2025
Learning Equivariant Non-Local Electron Density Functionals
Summary pending...
Density Functional TheoryDFTFunctional
ICLR2025
On the Benefits of Memory for Modeling Time-Dependent PDEs
Summary pending...
State Space ModelsPartial Differential Equations
ICLR2025
Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?
Summary pending...
Instruction-data separationML SafetyLLM Safety
ICLR2025
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation
Summary pending...
BenchmarkLLMMath
ICLR2025
Synthesizing Realistic fMRI: A Physiological Dynamics-Driven Hierarchical Diffusion Model for Efficient fMRI Acquisition
Summary pending...
Time SeriesDiffusion
ICLR2025
How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings
Summary pending...
Exact network embeddinglatent distance modellogistic PCA
ICLR2025
IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
Summary pending...
imbalanced graph learninggraph class-imbalancegraph topology-imbalance