Papers
12094 papers
ICLR2024
PhyloGFN: Phylogenetic inference with generative flow networks
Summary pending...
Phylogenetic InferenceGFlowNetsBayesian Inference
ICLR2024
Improving LoRA in Privacy-preserving Federated Learning
Summary pending...
Federated LearningParameter-efficient Fine-tuningDifferential Privacy
ICLR2024
Behaviour Distillation
Summary pending...
knowledge distillationevolutionary strategiesreinforcement learning
ICLR2024
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
Summary pending...
multi-modal learningmodel pruninglayer-wise pruning
ICLR2024
Bandits Meet Mechanism Design to Combat Clickbait in Online Recommendation
Summary pending...
banditsmechanism designincentive-aware learning
ICLR2024
Differentiable Euler Characteristic Transforms for Shape Classification
Summary pending...
Differentiable Euler Characteristic Transforms for Shape Classification
ICLR2024
Searching for High-Value Molecules Using Reinforcement Learning and Transformers
Summary pending...
chemistryreinforcement learninglanguage models
ICLR2024
A Primal-Dual Approach to Solving Variational Inequalities with General Constraints
Summary pending...
Variational Inequalyoptimizationconstraints
ICLR2024
A ROBUST DIFFERENTIAL NEURAL ODE OPTIMIZER
Summary pending...
Neural OptimizerDifferential Dynamic ProgrammingAdversarial Defense
ICLR2024
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
Summary pending...
time seriesforecastingprobabilistic
ICLR2024
Does Progress On Object Recognition Benchmarks Improve Generalization on Crowdsourced, Global Data?
Summary pending...
BenchmarksFairnessGeneralization
ICLR2024
LipSim: A Provably Robust Perceptual Similarity Metric
Summary pending...
Perceptual similarity metriccertified defensedeep learning
ICLR2024
Unsupervised Pretraining for Fact Verification by Language Model Distillation
Summary pending...
Unsupervised LearningSelf-supervised LearningDeep Features
ICLR2024
Adversarial Imitation Learning via Boosting
Summary pending...
Adversarial Imitation LearningBoostingReinforcement Learning
ICLR2024
Topological data analysis on noisy quantum computers
Summary pending...
Topological data analysisquantum computingunsupervised learning
ICLR2024
Understanding prompt engineering may not require rethinking generalization
Summary pending...
generalizationprompt engineeringPAC-Bayes
ICLR2024
Curiosity-driven Red-teaming for Large Language Models
Summary pending...
Curiosity-driven explorationReinforcement learningLanguage model
ICLR2024
Sampling Multimodal Distributions with the Vanilla Score: Benefits of Data-Based Initialization
Summary pending...
samplingscore matchingcontrastive divergence
ICLR2024
Tight Rates in Supervised Outlier Transfer Learning
Summary pending...
Minimax rateoutlier detectiontransfer learning
ICLR2024
Learning interpretable control inputs and dynamics underlying animal locomotion
Summary pending...
computational neuroscienceinterpretable dynamicsmotor control