Papers
12094 papers
ICLR2025
InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation
Summary pending...
Portrait EditingDiffusion Multi-Objective DistillationOn Step Inference
ICLR2025
GTR: Improving Large 3D Reconstruction Models through Geometry and Texture Refinement
Summary pending...
3D ReconstructionFeed-forward
ICLR2025
Approximation algorithms for combinatorial optimization with predictions
Summary pending...
Approximation AlgorithmPredictionsML-augmented
ICLR2025
AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents
Summary pending...
Robustnessjailbreakingadversarial attacks
ICLR2025
MotherNet: Fast Training and Inference via Hyper-Network Transformers
Summary pending...
hypernetworktabular datameta-learning
ICLR2025
Swing-by Dynamics in Concept Learning and Compositional Generalization
Summary pending...
compositional generalizationconcept learninglearning dynamics
ICLR2025
Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields
Summary pending...
computational imagingsignal processinginverse problems
ICLR2025
Generalized Consistency Trajectory Models for Image Manipulation
Summary pending...
Consistency ModelsImage Manipulation
ICLR2025
From Tokens to Lattices: Emergent Lattice Structures in Language Models
Summary pending...
Masked Language ModelsFormal Concept AnalysisInterpretability
ICLR2025
Eliminating Position Bias of Language Models: A Mechanistic Approach
Summary pending...
Position BiasLanguague Models
ICLR2025
Towards a Unified and Verified Understanding of Group-Operation Networks
Summary pending...
mechanistic interpretabilityverificationproof
ICLR2025
Closed-Form Merging of Parameter-Efficient Modules for Federated Continual Learning
Summary pending...
model mergingfederated continual learningfederated learning
ICLR2025
Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix
Summary pending...
Weights PruningAttention ApproximationGradient Descent Optimization
ICLR2025
Convex Formulations for Training Two-Layer ReLU Neural Networks
Summary pending...
copositive programmingsemidefinite programmingneural networks
ICLR2025
Federated Granger Causality Learning For Interdependent Clients With State Space Representation
Summary pending...
State SpaceFederated LearningGranger Causality
ICLR2025
Comparing Targeting Strategies for Maximizing Social Welfare with Limited Resources
Summary pending...
social welfarecausalitytreatment
ICLR2025
How Does Critical Batch Size Scale in Pre-training?
Summary pending...
Pre-trainingLanguage ModelsData Parallelism
ICLR2025
Transformers Handle Endogeneity in In-Context Linear Regression
Summary pending...
endogeneityinstrumental variablestransformers
ICLR2025
Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data
Summary pending...
language modelpretraining datan-gram