Papers
12094 papers
ICLR2025
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference
Summary pending...
Realtime EnvironmentsAsynchronous AlgorithmsTime Discretization
ICLR2025
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering
Summary pending...
microtheorytextual entailmentknowledge representation
ICLR2025
Language Agents Meet Causality -- Bridging LLMs and Causal World Models
Summary pending...
Large Language ModelsCausalityCausal Representation Learning
ICLR2025
Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity
Summary pending...
Representation SimilaritySaturation EventEarly Exit
ICLR2025
Unlocking Point Processes through Point Set Diffusion
Summary pending...
Generative ModelDiffusion ModelSet Model
ICLR2025
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness
Summary pending...
Dynamic Sparse TrainingImage Corruption Robustness
ICLR2025
Probing the Latent Hierarchical Structure of Data via Diffusion Models
Summary pending...
data structurehierarchical compositionalitydiffusion models
ICLR2025
SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training
Summary pending...
Gradient SpikesSpike-Aware AdamLLMs
ICLR2025
OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees
Summary pending...
large language modelsreward modelsopen-domain instruction following
ICLR2025
IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking
Summary pending...
LLMGrammarFormal Languages
ICLR2025
End-to-end Learning of Gaussian Mixture Priors for Diffusion Sampler
Summary pending...
Variational InferenceSamplingDiffusion Models
ICLR2025
FlowDec: A flow-based full-band general audio codec with high perceptual quality
Summary pending...
audioaudio codecgenerative models
ICLR2025
Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study
Summary pending...
transformerattentionstick-breaking
ICLR2025
Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation Models via Energy Hessians
Summary pending...
machine learning force fieldsgraph neural networksknowledge distillation
ICLR2025
Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout
Summary pending...
deep learningknowledge guided machine learningscientific machine learning
ICLR2025
Meta-Dynamical State Space Models for Integrative Neural Data Analysis
Summary pending...
neural dynamicsstate-space modelmeta learning
ICLR2025
Optimizing Posterior Samples for Bayesian Optimization via Rootfinding
Summary pending...
Bayesian optimizationglobal optimizationacquisition function
ICLR2025
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
Summary pending...
Automated Data AnalysisData Analytics BenchmarkLLM agents
ICLR2025
Measuring Non-Adversarial Reproduction of Training Data in Large Language Models
Summary pending...
large language modelsmemorizationdata extraction
ICLR2025
Scalable Extraction of Training Data from Aligned, Production Language Models
Summary pending...
privacylanguage modelsdata extraction