Papers
12094 papers
ICLR2025
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector
Summary pending...
Graph Anomaly DetectionDiffusion Models
ICLR2025
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
Summary pending...
parameter-efficient fine-tuningPEFTMamba
ICLR2025
SparsyFed: Sparse Adaptive Federated Learning
Summary pending...
dynamic sparse trainingfederated learningcross device federated learning
ICLR2025
A Tight Convergence Analysis of Inexact Stochastic Proximal Point Algorithm for Stochastic Composite Optimization Problems
Summary pending...
inexact stochastic proximal point methodstochastic composite optimizationquadratic growth
ICLR2025
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
Summary pending...
Speculative DecodingLLM Inference AccelerationEfficient NLP
ICLR2025
Mitigate the Gap: Improving Cross-Modal Alignment in CLIP
Summary pending...
CLIPmodality gapcross-modal alignment
ICLR2025
Tell me about yourself: LLMs are aware of their learned behaviors
Summary pending...
NLPLLMGPT
ICLR2025
VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text
Summary pending...
datasetvision-language modelmultimodal
ICLR2025
The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions
Summary pending...
large language modelsstance detectiondata augmentation
ICLR2025
Intrinsic User-Centric Interpretability through Global Mixture of Experts
Summary pending...
interpretabilityhuman-centric computingmixture-of-experts
ICLR2025
Multi-Perspective Data Augmentation for Few-shot Object Detection
Summary pending...
few-shot object detectioncontrollable diffusiondata augmentation
ICLR2025
Fast Direct: Query-Efficient Online Black-box Guidance for Diffusion-model Target Generation
Summary pending...
Diffusion modelBlack-box target generationOnline guided diffusion model
ICLR2025
EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
Summary pending...
Generative ModelProtein Structure GenerationTraining-free Conditional Generation
ICLR2025
MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
Summary pending...
benchmarkevalsevaluations
ICLR2025
AgentStudio: A Toolkit for Building General Virtual Agents
Summary pending...
EnvironmentBenchmarkAgent
ICLR2025
econSG: Efficient and Multi-view Consistent Open-Vocabulary 3D Semantic Gaussians
Summary pending...
3D Scene UnderstandingGaussian SplattingOpen-Vocabulary 3D Semantic
ICLR2025
SC-OmniGS: Self-Calibrating Omnidirectional Gaussian Splatting
Summary pending...
Self CalibrationGaussian SplattingRadiance Field
ICLR2025
Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs
Summary pending...
ExplainabilityTrustworthinessFaithfulness
ICLR2025
Bootstrapping Language Models with DPO Implicit Rewards
Summary pending...
AlignmentDirect Preference OptimizationLarge Language Models
ICLR2025
Learning system dynamics without forgetting
Summary pending...
graph neural networksAI4Sciencephysics