Papers

12094 papers

ICLR2025

Rethinking Invariance in In-context Learning

Summary pending...

In-context LearningPermuation Invariance
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
ICLR2025

Neural networks on Symmetric Spaces of Noncompact Type

Summary pending...

geometric deep learningsymmetric spaceshyperbolic spaces
ICLR2025

Uni$^2$Det: Unified and Universal Framework for Prompt-Guided Multi-dataset 3D Detection

Summary pending...

Automatic Driving3D Object DetectionMulti-Dataset Training
ICLR2025

Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences

Summary pending...

xLSTMlarge language modelfoundation model
ICLR2025

Efficient and Robust Neural Combinatorial Optimization via Wasserstein-Based Coresets

Summary pending...

Neural Combinatorial OptimizationWasserstein-Based MetricCoreset
ICLR2025

Neuroplastic Expansion in Deep Reinforcement Learning

Summary pending...

Loss of PlasticityPrimacy BiasDeep Reinforcement Learning
ICLR2025

InCoDe: Interpretable Compressed Descriptions For Image Generation

Summary pending...

Controllable GenerationImage GenerationInterpretability
ICLR2025

RevisEval: Improving LLM-as-a-Judge via Response-Adapted References

Summary pending...

large language modelsevaluationrevision
ICLR2025

RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data

Summary pending...

imuharbiosignals
ICLR2025

Hybrid Regularization Improves Diffusion-based Inverse Problem Solving

Summary pending...

Diffusion modelsinverse problems
ICLR2025

Towards Explaining the Power of Constant-depth Graph Neural Networks for Structured Linear Programming

Summary pending...

Learning to optimizeshallow graph neural networklinear programming
ICLR2025

The KoLMogorov Test: Compression by Code Generation

Summary pending...

Code generationcodecompression
ICLR2025

GraphBridge: Towards Arbitrary Transfer Learning in GNNs

Summary pending...

Graph Neural NetworksTransfer LearningEfficient Tuning Methods
ICLR2025

Monet: Mixture of Monosemantic Experts for Transformers

Summary pending...

large language modelsmechanistic interpretabilitymonosemanticity
ICLR2025

SCBench: A KV Cache-Centric Analysis of Long-Context Methods

Summary pending...

Long-contextBenchmarkKV Cache Reuse
ICLR2025

Lightweight Neural App Control

Summary pending...

vision-language modelmulti-modalandroid control
ICLR2025

Learning LLM-as-a-Judge for Preference Alignment

Summary pending...

LLM alignmentGenerative judgeLLM-as-judge
ICLR2025

Measuring And Improving Persuasiveness Of Large Language Models

Summary pending...

llmtranssuasionpersuasion