Papers
12094 papers
ICLR2025
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
Summary pending...
speech foundation modelgenerative pre-trainingself-supervised learning
ICLR2025
Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
Summary pending...
In-context learning
ICLR2025
Accelerated Over-Relaxation Heavy-Ball Method: Achieving Global Accelerated Convergence with Broad Generalization
Summary pending...
Optimization theoryheavy ballmomentum
ICLR2025
Advancing Graph Generation through Beta Diffusion
Summary pending...
Graph Machine LearningGenerative ModelsDenoising Diffusion Probabilistic Models
ICLR2025
Visually Consistent Hierarchical Image Classification
Summary pending...
Hierarchical classificationvisual grounding
ICLR2025
Shedding Light on Time Series Classification using Interpretability Gated Networks
Summary pending...
InterpretabilityTime-seriesShapelet
ICLR2025
Prevalence of Negative Transfer in Continual Reinforcement Learning: Analyses and a Simple Baseline
Summary pending...
continual reinforcement learningnegative transferplasticity loss
ICLR2025
MAGE: Model-Level Graph Neural Networks Explanations via Motif-based Graph Generation
Summary pending...
Model-level explanationGraph Neural NetworksMotif
ICLR2025
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling
Summary pending...
Continual LearningLifelong LearningEfficient Training
ICLR2025
CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs
Summary pending...
LLMCodeLLMBenchmark
ICLR2025
Expected Sliced Transport Plans
Summary pending...
Optimal TransportSliced WassersteinTransportation Plan
ICLR2025
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
Summary pending...
DatasetLLMalignment
ICLR2025
OMG: Opacity Matters in Material Modeling with Gaussian Splatting
Summary pending...
3D Gaussian SplattingNeural RenderingInverse Rendering
ICLR2025
Skill Expansion and Composition in Parameter Space
Summary pending...
Skill expansionskill compositionparameter-efficient finetuning
ICLR2025
Decision Information Meets Large Language Models: The Future of Explainable Operations Research
Summary pending...
Operations Research Problems; Large Language Models
ICLR2025
Enhancing Uncertainty Estimation and Interpretability with Bayesian Non-negative Decision Layer
Summary pending...
Factor AnalysisUncertainty Estimationexplainable AI
ICLR2025
HOPE for a Robust Parameterization of Long-memory State Space Models
Summary pending...
state space modelsequence modelingLong-Range Arena
ICLR2025
Sequential Controlled Langevin Diffusions
Summary pending...
variational inferencesequential importance samplingmonte carlo
ICLR2025
ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer
Summary pending...
Image Generation and EditingDiffusion TransformerInstruction Following
ICLR2025
Feedback Favors the Generalization of Neural ODEs
Summary pending...
Neural ODEsfeedbackgeneralization