Papers
12094 papers
ICLR2025
Mixture of In-Context Prompters for Tabular PFNs
Summary pending...
Prior-Fitted NetworksTabular LearningSparse Mixture of Experts.
ICLR2025
Injective flows for star-like manifolds
Summary pending...
Normalizing FlowsInjective FlowsBayesian Inference
ICLR2025
Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs
Summary pending...
Natural Language ProcessingLarge Language ModelsText Generation
ICLR2025
Adversarial Perturbations Cannot Reliably Protect Artists From Generative AI
Summary pending...
securityadversarialstyle mimicry
ICLR2025
Infinite-Resolution Integral Noise Warping for Diffusion Models
Summary pending...
diffusion models; video generation; temporal consistency; multi-view consistency; noise warping; white Gaussian noise
ICLR2025
Context-aware Dynamic Pruning for Speech Foundation Models
Summary pending...
PruningSpeech Foundation ModelAutomatic Speech Recognition
ICLR2025
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning
Summary pending...
reinforcement learningoffline reinforcement learningexploration
ICLR2025
Linear Representations of Political Perspective Emerge in Large Language Models
Summary pending...
large language modelpolitical perspectiveideology
ICLR2025
Diffusing States and Matching Scores: A New Framework for Imitation Learning
Summary pending...
imitation learningdiffusion modelscore matching
ICLR2025
Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF
Summary pending...
Reinforcement LearningReinforcement Learning from Human Feedback
ICLR2025
Learning Continually by Spectral Regularization
Summary pending...
plasticityneural networksspectral regularization
ICLR2025
RNNs are not Transformers (Yet): The Key Bottleneck on In-Context Retrieval
Summary pending...
rnncotrepresentation theory
ICLR2025
MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS
Summary pending...
multimodalembedding modelretriever
ICLR2025
Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning
Summary pending...
offline reinforcement learninglanguage modelsdialogue
ICLR2025
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning
Summary pending...
diffusion modelsconcept editingpruning
ICLR2025
No Equations Needed: Learning System Dynamics Without Relying on Closed-Form ODEs
Summary pending...
dynamical systemsinterpretabilityordinary differential equations
ICLR2025
Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape View
Summary pending...
pretraininglanguage modellearning rate
ICLR2025
Language Models Are Implicitly Continuous
Summary pending...
llmcontinuityspatiotemporal transformers
ICLR2025
Adaptive Batch Size for Privately Finding Second-Order Stationary Points
Summary pending...
Differential privacynon-convex optimizationadaptive batch size
ICLR2025
Query-based Knowledge Transfer for Heterogeneous Learning Environments
Summary pending...
Collaborative LearningKnowledge DistillationQuery-based Knowledge Transfer.