Papers
12094 papers
ICLR2025
MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering
Summary pending...
benchmarkevalsevaluations
ICLR2025
SysBench: Can LLMs Follow System Message?
Summary pending...
Large Language ModelsSystem MessageInstruction Following
ICLR2025
COPER: Correlation-based Permutations for Multi-View Clustering
Summary pending...
clusteringcanonical correlation analysisself supervision
ICLR2025
VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text
Summary pending...
datasetvision-language modelmultimodal
ICLR2025
EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
Summary pending...
Generative ModelProtein Structure GenerationTraining-free Conditional Generation
ICLR2025
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time
Summary pending...
language modelingLLMdiffusion models
ICLR2025
SC-OmniGS: Self-Calibrating Omnidirectional Gaussian Splatting
Summary pending...
Self CalibrationGaussian SplattingRadiance Field
ICLR2025
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
Summary pending...
Speculative DecodingLLM Inference AccelerationEfficient NLP
ICLR2025
Learning Hierarchical Polynomials of Multiple Nonlinear Features
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Deep Learning TheoryFeature LearningThree-Layer Neural Network
ICLR2025
Standardizing Structural Causal Models
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CausalityCausal DiscoveryStructural Causal Model
ICLR2025
Fast training and sampling of Restricted Boltzmann Machines
Summary pending...
Restricted Boltzmann MachineFast Samplingstructured data learning
ICLR2025
Training-free LLM-generated Text Detection by Mining Token Probability Sequences
Summary pending...
Fake text detectiontraining-freedetection
ICLR2025
Transformer Encoder Satisfiability: Complexity and Impact on Formal Reasoning
Summary pending...
transformerformal reasoningcomplexity
ICLR2025
ELBOing Stein: Variational Bayes with Stein Mixture Inference
Summary pending...
variational Bayesparticle-based inferencemixture models
ICLR2025
OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation
Summary pending...
Text-Video DatasetVideo Generation
ICLR2025
A Probabilistic Perspective on Unlearning and Alignment for Large Language Models
Summary pending...
Machine UnlearningAlignmentLarge Language Models
ICLR2025
Improving Convergence Guarantees of Random Subspace Second-order Algorithm for Nonconvex Optimization
Summary pending...
random projectiontrust region methodnon-convex optimization
ICLR2025
DoF: A Diffusion Factorization Framework for Offline Multi-Agent Reinforcement Learning
Summary pending...
multi-agent reinforcement learning; Diffusion Models; Offline reinforcement learning
ICLR2025
MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs
Summary pending...
multimodal misinformation detectionlarge vision language models
ICLR2025
AI Sandbagging: Language Models can Strategically Underperform on Evaluations
Summary pending...
AlignmentAI safetysandbagging