Papers
12094 papers
ICLR2025
The impact of allocation strategies in subset learning on the expressive power of neural networks
Summary pending...
subset learningtheoretical neuroscienceexpressive power
ICLR2025
Bayesian WeakS-to-Strong from Text Classification to Generation
Summary pending...
weaks-to-strongbayesiangeneration
ICLR2025
Can Watermarked LLMs be Identified by Users via Crafted Prompts?
Summary pending...
Large Language ModelsWatermarkIdentification
ICLR2025
TC-MoE: Augmenting Mixture of Experts with Ternary Expert Choice
Summary pending...
Large Language ModelsMixture of Experts
ICLR2025
Reasoning Elicitation in Language Models via Counterfactual Feedback
Summary pending...
language modelsreasoningfine-tuning
ICLR2025
COFlowNet: Conservative Constraints on Flows Enable High-Quality Candidate Generation
Summary pending...
generative flow networkoffline RLmolecule design
ICLR2025
CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction
Summary pending...
Protein-Ligand Binding AffinityHierarchical Representation LearningCross-Attention Mechanism
ICLR2025
Divergence-enhanced Knowledge-guided Context Optimization for Visual-Language Prompt Tuning
Summary pending...
visual-language prompt tuning;few-shot learning;zero-shot learning
ICLR2025
Disentangled Representation Learning with the Gromov-Monge Gap
Summary pending...
Disentangled Representational LearningOptimal TransportGeometric Learning
ICLR2025
Coreset Spectral Clustering
Summary pending...
spectral clusteringkernel k-meanscoresets
ICLR2025
Multimodal Quantitative Language for Generative Recommendation
Summary pending...
Recommendation SystemGenerative Recommendation
ICLR2025
Density estimation with LLMs: a geometric investigation of in-context learning trajectories
Summary pending...
Large language modelsin-context learningIntensive Principal Component Analysis
ICLR2025
Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model
Summary pending...
weak-to-strongmodel alignment
ICLR2025
Measuring And Improving Engagement of Text-to-Image Generation Models
Summary pending...
image generation modelstext to image modelsimage engagement
ICLR2025
Neural Context Flows for Meta-Learning of Dynamical Systems
Summary pending...
meta-learningOOD generalisationphysical sciences
ICLR2025
Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?
Summary pending...
JailbreaksSafetyLLMs
ICLR2025
SEBRA : Debiasing through Self-Guided Bias Ranking
Summary pending...
Spurious CorrelationsBias MitigationSub-population shift
ICLR2025
On Bits and Bandits: Quantifying the Regret-Information Trade-off
Summary pending...
Online learningInformation theoryBayesian regret
ICLR2025
TRENDy: Temporal Regression of Effective Nonlinear Dynamics
Summary pending...
dynamical systems; neural ODEsrepresentation learning
ICLR2025
SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations
Summary pending...
Video Guardrail ModelSafe Foundation ModelsEfficient LLMs Inference