Papers
12094 papers
ICLR2025
Bridging the Gap between Variational Inference and Stochastic Gradient MCMC in Function Space
Summary pending...
Bayesian deep learningfunctional variational inferencefunctional MCMC
ICLR2025
uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABs
Summary pending...
Heavy TailedMulti-Armed BanditsParameter-Free
ICLR2025
Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
Summary pending...
reinforcement learning from human feedbacklarge languge model customizationanti-forgetting
ICLR2025
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step
Summary pending...
Diffusion distillationdeep generative models
ICLR2025
Exploring the Design Space of Visual Context Representation in Video MLLMs
Summary pending...
Video Multimodal Large Language ModelScaling Law
ICLR2025
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
Summary pending...
Gene Functional NetworksDisease SubtypesBioinformatics
ICLR2025
Shallow diffusion networks provably learn hidden low-dimensional structure
Summary pending...
Generative modelsdiffusion modelsdenoising score matching
ICLR2025
Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision
Summary pending...
unreliable human supervisionlanguage model post-trainingscalable oversight
ICLR2025
CBQ: Cross-Block Quantization for Large Language Models
Summary pending...
Large Language Model Compressionultra-low bits precision
ICLR2025
Neural Causal Graph for Interpretable and Intervenable Classification
Summary pending...
Causal InferenceGraph Neural NetworkClassification
ICLR2025
ConvCodeWorld: Benchmarking Conversational Code Generation in Reproducible Feedback Environments
Summary pending...
Large language modelsMulti-turn code generationBenchmark
ICLR2025
Solving Token Gradient Conflict in Mixture-of-Experts for Large Vision-Language Model
Summary pending...
Large Vision-Language Model (LVLM)Mixture-of-Expert (MoE)token-level gradient
ICLR2025
Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models
Summary pending...
Pretraining data detectionLarge language models
ICLR2025
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Summary pending...
RAGStructured Knowledge
ICLR2025
Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement
Summary pending...
Spectral compressive imagingsubspacediffusion
ICLR2025
Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy
Summary pending...
diffusion geometryhyperbolic geometrytree-Wasserstein distance
ICLR2025
Steering Protein Family Design through Profile Bayesian Flow
Summary pending...
protein family generationhomologous protein generationprotein design
ICLR2025
Looking Backward: Retrospective Backward Synthesis for Goal-Conditioned GFlowNets
Summary pending...
Backward SamplingGoal-Conditioned LearningGenerative Flow Networks
ICLR2025
RMP-SAM: Towards Real-Time Multi-Purpose Segment Anything
Summary pending...
segment anything; real-time segmentation; multi-purpose model;
ICLR2025
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
Summary pending...
Federated LearningLarge Language ModelsSafety Alignment