Papers
12094 papers
ICLR2024
ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis
Summary pending...
Time Series AnalysisDeep Learning
ICLR2024
Human Feedback is not Gold Standard
Summary pending...
human evaluationlarge language modelsevaluation
ICLR2024
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
Summary pending...
ExplorationReinforcement LearningThompson Sampling
ICLR2024
DP-SGD Without Clipping: The Lipschitz Neural Network Way
Summary pending...
lipschitz neural networksdp-sgdprivacy
ICLR2024
Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging
Summary pending...
pruningretrainingmodel averaging
ICLR2024
Improving Non-Transferable Representation Learning by Harnessing Content and Style
Summary pending...
non-transferable representation learningdomain adaptationtransfer learning
ICLR2024
PeFLL: Personalized Federated Learning by Learning to Learn
Summary pending...
Personalized Federated LearningLearning-to-Learn
ICLR2024
DEEP NEURAL NETWORK INITIALIZATION WITH SPARSITY INDUCING ACTIVATIONS
Summary pending...
Deep neural networkrandom initialisationsparsity
ICLR2024
Retrieval-Enhanced Contrastive Vision-Text Models
Summary pending...
vision-language modelsretrievalexternal memory
ICLR2024
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion
Summary pending...
CalibrationTest-time adaptationCLIP
ICLR2024
Leveraging Uncertainty Estimates To Improve Classifier Performance
Summary pending...
Uncertainty estimationbinary classificationimbalanced classification
ICLR2024
Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design
Summary pending...
Molecular generative modelsreinforcement learningnatural language processing
ICLR2024
Reward-Free Curricula for Training Robust World Models
Summary pending...
curriculamodel-based reinforcement learningworld models
ICLR2024
Light Schrödinger Bridge
Summary pending...
Schrödinger BridgeOptimal transportEntropy regularized OT
ICLR2024
Learning to Compose: Improving Object Centric Learning by Injecting Compositionality
Summary pending...
Object-Centric learningCompositionality
ICLR2024
ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update
Summary pending...
offline reinforcement learningimitation learningdistribution correction estimation
ICLR2024
Magnushammer: A Transformer-Based Approach to Premise Selection
Summary pending...
transformersinteractive theorem provingautomated reasoning
ICLR2024
Kalman Filter for Online Classification of Non-Stationary Data
Summary pending...
online learningnon-stationarityKalman filter
ICLR2024
SALMONN: Towards Generic Hearing Abilities for Large Language Models
Summary pending...
Multimodal large language modelsspeech and audio processingmusic processing
ICLR2024
Cauchy-Schwarz Divergence Information Bottleneck for Regression
Summary pending...
Information BottleneckCauchy-Schwarz DivergenceRegression