Papers
12094 papers
ICLR2025
Data-centric Prediction Explanation via Kernelized Stein Discrepancy
Summary pending...
Prediction ExplanationKernelized Stein Discrepency
ICLR2025
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
Summary pending...
personalized image generationsubject-driven image generationpersonalization
ICLR2025
Shedding Light on Time Series Classification using Interpretability Gated Networks
Summary pending...
InterpretabilityTime-seriesShapelet
ICLR2025
Prevalence of Negative Transfer in Continual Reinforcement Learning: Analyses and a Simple Baseline
Summary pending...
continual reinforcement learningnegative transferplasticity loss
ICLR2025
Decision Information Meets Large Language Models: The Future of Explainable Operations Research
Summary pending...
Operations Research Problems; Large Language Models
ICLR2025
Skill Expansion and Composition in Parameter Space
Summary pending...
Skill expansionskill compositionparameter-efficient finetuning
ICLR2025
OMG: Opacity Matters in Material Modeling with Gaussian Splatting
Summary pending...
3D Gaussian SplattingNeural RenderingInverse Rendering
ICLR2025
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
Summary pending...
DatasetLLMalignment
ICLR2025
Expected Sliced Transport Plans
Summary pending...
Optimal TransportSliced WassersteinTransportation Plan
ICLR2025
CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs
Summary pending...
LLMCodeLLMBenchmark
ICLR2025
HOPE for a Robust Parameterization of Long-memory State Space Models
Summary pending...
state space modelsequence modelingLong-Range Arena
ICLR2025
Sequential Controlled Langevin Diffusions
Summary pending...
variational inferencesequential importance samplingmonte carlo
ICLR2025
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer
Summary pending...
Image Generation and EditingDiffusion TransformerInstruction Following
ICLR2025
Feedback Favors the Generalization of Neural ODEs
Summary pending...
Neural ODEsfeedbackgeneralization
ICLR2025
MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segmentation
Summary pending...
Multimodal DatasetMulti-target and Multi-granularity Reasoning SegmentationBenchmark
ICLR2025
Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval
Summary pending...
LLMsReinforcement LearningInformation Retrieval
ICLR2025
Is Your Multimodal Language Model Oversensitive to Safe Queries?
Summary pending...
SafetyAdversarial RobustnessMultimodal Large Language Models
ICLR2025
IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning
Summary pending...
Image Manipulation Detection；Segment Anything Model；Prompt learning；Semantic-Agnostic
ICLR2025
Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions
Summary pending...
contrastive learningrepresentation learninglong-tail recgonition
ICLR2025
AdaGrad under Anisotropic Smoothness
Summary pending...
Optimization theoryConvergence analysisStochastic optimization