Papers
12094 papers
ICLR2025
Words in Motion: Extracting Interpretable Control Vectors for Motion Transformers
Summary pending...
control vectorsactivation steeringsparse autoencoders
ICLR2025
Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA
Summary pending...
TableQATriples
ICLR2025
Utilitarian Algorithm Configuration for Infinite Parameter Spaces
Summary pending...
Algorithm configurationUtilitarian algorithm configurationbandits
ICLR2025
The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited
Summary pending...
Geometric deep learningGraph Neural NetworksGraph Rewiring
ICLR2025
On the Optimization and Generalization of Two-layer Transformers with Sign Gradient Descent
Summary pending...
Sign Gradient Descent; Transformer; Training Dynamics; Theory
ICLR2025
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization
Summary pending...
Direct Preference OptimizationLLM's alignmentDistributionally Robust Optimization
ICLR2025
Improving Uncertainty Estimation through Semantically Diverse Language Generation
Summary pending...
llmnlguncertainty estimation
ICLR2025
Improving Reasoning Performance in Large Language Models via Representation Engineering
Summary pending...
Large Language ModelsReasoningIntelligence
ICLR2025
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization
Summary pending...
generative flow networksgflownetsreinforcement learning
ICLR2025
EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
Summary pending...
3D Talking face generationAudio-visual emotional co-disentanglementSpeaker-specific
ICLR2025
Noise-conditioned Energy-based Annealed Rewards (NEAR): A Generative Framework for Imitation Learning from Observation
Summary pending...
imitation learningenergy based generative modelsreinforcement learning
ICLR2025
Learn Your Reference Model for Real Good Alignment
Summary pending...
reinforcement learning from human feedbacklanguage modelsRLHF
ICLR2025
Gumbel Counterfactual Generation From Language Models
Summary pending...
Causalitylanguage modelscounterfactuals
ICLR2025
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts
Summary pending...
Multilingual LLMMedical LLM
ICLR2025
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
Summary pending...
Emergent AbilityLarge Language Models (LLMs)Multifractal Analysis
ICLR2025
Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs
Summary pending...
Irregular Time SeriesODE
ICLR2025
How Much is Unseen Depends Chiefly on Information About the Seen
Summary pending...
Good-Turing frequency estimationMultinomial probability estimationUnseen events
ICLR2025
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
Summary pending...
Graph Neural Networks (GNNs)Shapley InteractionsGame Theory
ICLR2025
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models
Summary pending...
Diffusion modelretrieval augmented generationdifferential privacy