Papers
12094 papers
ICLR2024
Removing Biases from Molecular Representations via Information Maximization
Summary pending...
Molecular RepresentationBatch EffectContrastive Learning
ICLR2024
Incentive-Aware Federated Learning with Training-Time Model Rewards
Summary pending...
Collaborative learningIncentivesGlobal-to-local design
ICLR2024
Gradual Domain Adaptation via Gradient Flow
Summary pending...
Domain adaptationgradual domain adaptationgradient flow
ICLR2024
Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Prediction
Summary pending...
Equivariant Graph Neural Networkrigid body protein-protein dockinginterface fitting
ICLR2024
Faster Approximation of Probabilistic and Distributional Values via Least Squares
Summary pending...
data valuationprobabilistic valuesapproximation
ICLR2024
Distinguished In Uniform: Self-Attention Vs. Virtual Nodes
Summary pending...
Graph Neural NetworksMessage PassingGraph Transformers
ICLR2024
Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness
Summary pending...
Second-order methodsconvex optimizationstochastic optimization
ICLR2024
Quantifying and Enhancing Multi-modal Robustness with Modality Preference
Summary pending...
RobustnessMulti-modal learningModality preference
ICLR2024
GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks
Summary pending...
diabetes managementcontinuous glucose monitors (CGM)glucose trajectory prediction
ICLR2024
Masks, Signs, And Learning Rate Rewinding
Summary pending...
sparsitypruninglottery tickets
ICLR2024
TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields
Summary pending...
3D Open VocabularyConditional Generation
ICLR2024
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text
Summary pending...
generative modellarge language modelstable materials
ICLR2024
Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning
Summary pending...
metric learningimage retrievalparameter-efficient fine tuning
ICLR2024
Zipformer: A faster and better encoder for automatic speech recognition
Summary pending...
ZipformerScaledAdamautomatic speech recognition
ICLR2024
Energy-guided Entropic Neural Optimal Transport
Summary pending...
energy-based modelgenerative modeloptimal transport
ICLR2024
Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning
Summary pending...
Multi-Objective Reinforcement LearningLexicographic Task PrioritiesConstrained RL
ICLR2024
Delphic Offline Reinforcement Learning under Nonidentifiable Hidden Confounding
Summary pending...
offline reinforcement learninghidden confoundinguncertainty quantification
ICLR2024
Near-Optimal Solutions of Constrained Learning Problems
Summary pending...
Constrained LearningConvex OptimizationDuality
ICLR2024
On the Reliability of Watermarks for Large Language Models
Summary pending...
Machine LearningLLMWatermark