Papers
12094 papers
ICLR2025
DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing
Summary pending...
Large Language ModelsStylized Question-AnsweringRepresentation Editing
ICLR2025
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch
Summary pending...
OptimizationOptimization Problem FormulationProblem Definition
ICLR2025
T2V2: A Unified Non-Autoregressive Model for Speech Recognition and Synthesis via Multitask Learning
Summary pending...
ASRTTSNon-Autoregressive
ICLR2025
A Second-Order Perspective on Model Compositionality and Incremental Learning
Summary pending...
Continual LearningModel CompositionalityEnsemble Learning
ICLR2025
Physics-Informed Diffusion Models
Summary pending...
physics-informedscientific machine learningdenoising diffusion
ICLR2025
A Simple yet Effective $\Delta\Delta G$ Predictor is An Unsupervised Antibody Optimizer and Explainer
Summary pending...
Mutation Effect PredictionMutation Preference ExplanationUnsupervised Protein Evolution
ICLR2025
Identifying latent state transitions in non-linear dynamical systems
Summary pending...
nonlinear icaidentifiabilitydisentanglement
ICLR2025
Neuron based Personality Trait Induction in Large Language Models
Summary pending...
NeuronPersonalityLarge Language models
ICLR2025
Sylber: Syllabic Embedding Representation of Speech from Raw Audio
Summary pending...
Self-supervised learningspeech representationspoken language model
ICLR2025
How to Verify Any (Reasonable) Distribution Property: Computationally Sound Argument Systems for Distributions
Summary pending...
property testingdistribution testinginteractive proofs
ICLR2025
Lean-STaR: Learning to Interleave Thinking and Proving
Summary pending...
Automated Theorem ProvingChain-of-ThoughtReinforcement Learning
ICLR2025
TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
Summary pending...
time seriespattern machinepredictive analysis
ICLR2025
DynFrs: An Efficient Framework for Machine Unlearning in Random Forest
Summary pending...
Machine UnlearningRandom Forest
ICLR2025
GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling
Summary pending...
speech enhancementlanguage modelsemantic information
ICLR2025
Glauber Generative Model: Discrete Diffusion Models via Binary Classification
Summary pending...
Discrete Diffusion ModelsDiffusion ModelsNon-Autoregressive Models
ICLR2025
Adaptive Methods through the Lens of SDEs: Theoretical Insights on the Role of Noise
Summary pending...
Stochastic Differential EquationsStochastic OptimizationAdaptive Methods
ICLR2025
Privacy-Aware Lifelong Learning
Summary pending...
lifelong learningexact machine unlearningtask-incremental continual learning
ICLR2025
Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation
Summary pending...
LLM SafetyExaggerated SafetyRepresentation Editing
ICLR2025
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Summary pending...
Web AgentLLM AgentCurriculum RL Learning
ICLR2025
Accelerating 3D Molecule Generation via Jointly Geometric Optimal Transport
Summary pending...
Molecule GenerationFlow MatchingFast Generation