Papers
12094 papers
ICLR2025
Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency
Summary pending...
Temporal GraphHeterogeneous GraphGraph Generation
ICLR2025
The impact of allocation strategies in subset learning on the expressive power of neural networks
Summary pending...
subset learningtheoretical neuroscienceexpressive power
ICLR2025
Polyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluation
Summary pending...
large language modelsmodel evaluationrating
ICLR2025
Bayesian WeakS-to-Strong from Text Classification to Generation
Summary pending...
weaks-to-strongbayesiangeneration
ICLR2025
Can Watermarked LLMs be Identified by Users via Crafted Prompts?
Summary pending...
Large Language ModelsWatermarkIdentification
ICLR2025
TC-MoE: Augmenting Mixture of Experts with Ternary Expert Choice
Summary pending...
Large Language ModelsMixture of Experts
ICLR2025
KooNPro: A Variance-Aware Koopman Probabilistic Model Enhanced by Neural Process for Time Series Forecasting
Summary pending...
Probabilistic time series prediction; Neural Process; Deep Koopman model
ICLR2025
Attention with Markov: A Curious Case of Single-layer Transformers
Summary pending...
Markov chainsTransformersOptimization
ICLR2025
What is Wrong with Perplexity for Long-context Language Modeling?
Summary pending...
Large language modelsLong context
ICLR2025
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models
Summary pending...
DiffusionHuman FeedbackEfficient
ICLR2025
Generalizing Weisfeiler-Lehman Kernels to Subgraphs
Summary pending...
Graph Neural NetworksGraph KernelsSubgraphs
ICLR2025
On Quantizing Neural Representation for Variable-Rate Video Coding
Summary pending...
Variable RateVideo CodingQuantization
ICLR2025
You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs
Summary pending...
One-step text-to-image generation; Diffusion Models; Generative Adversarial Networks
ICLR2025
FlashMask: Efficient and Rich Mask Extension of FlashAttention
Summary pending...
Attention Mask Efficient RepresentationEfficient Attention ComputationLong context
ICLR2025
AutoBencher: Towards Declarative Benchmark Construction
Summary pending...
automatic evaluationlanguage models
ICLR2025
Proteina: Scaling Flow-based Protein Structure Generative Models
Summary pending...
protein structure generationde novo protein designflow matching
ICLR2025
Rethinking Invariance in In-context Learning
Summary pending...
In-context LearningPermuation Invariance
ICLR2025
UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition
Summary pending...
face recognitionface image synthesisdiffusion model
ICLR2025
Progressive Compositionality in Text-to-Image Generative Models
Summary pending...
compositional text-to-image generationcontrastive learningcompositional understanding
ICLR2025
Graph-based Document Structure Analysis
Summary pending...
Document Structure AnalysisDocument Layout AnalysisDocument Relational Graph