Papers
12094 papers
ICLR2024
What Makes a Good Prune? Maximal Unstructured Pruning for Maximal Cosine Similarity
Summary pending...
PruningDeep LearningNeural Networks
ICLR2024
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
Summary pending...
natural language processinglarge language model promptingapplication in healthcare
ICLR2024
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization
Summary pending...
Electronics Design Automation (EDA)Logic SynthesisReinforcement Learning
ICLR2024
Neural Language of Thought Models
Summary pending...
unsupervised object-centric learningdiscrete representations
ICLR2024
Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems
Summary pending...
neuroscienceneural dynamicsdynamical systems
ICLR2024
Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation
Summary pending...
Learning from Label ProportionsBelief PropagationPseudo-Labeling
ICLR2024
Implicit Neural Representations and the Algebra of Complex Wavelets
Summary pending...
implicit neural representationsalgebramultilayer perceptrons
ICLR2024
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation
Summary pending...
optimal transportdomain translationimage translation
ICLR2024
Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations
Summary pending...
Neural NetworksSemidefinite ProgrammingLipschitz Constant Estimation
ICLR2024
A Benchmark for Learning to Translate a New Language from One Grammar Book
Summary pending...
low-resource languagesindigenous languagesendangered languages
ICLR2024
How do Language Models Bind Entities in Context?
Summary pending...
InterpretabilityLearned RepresentationsNeurosymbolic AI
ICLR2024
Active Retrosynthetic Planning Aware of Route Quality
Summary pending...
Retrosynthetic planningroute evaluationreinforcement learning
ICLR2024
Parsing neural dynamics with infinite recurrent switching linear dynamical systems
Summary pending...
Markov switching processesNeural data analysisState-space models
ICLR2024
Efficient Subgraph GNNs by Learning Effective Selection Policies
Summary pending...
Graph Neural NetworksSubgraphsExpressive power
ICLR2024
Distributionally Robust Optimization with Bias and Variance Reduction
Summary pending...
stochastic optimizationconvex optimizationdistributionally robust learning
ICLR2024
Lion Secretly Solves a Constrained Optimization: As Lyapunov Predicts
Summary pending...
LionOptimizationLyapunov Analysis
ICLR2024
Understanding Catastrophic Forgetting in Language Models via Implicit Inference
Summary pending...
implicit inference in language modelsfine-tuningcatastrophic forgetting
ICLR2024
3D Feature Prediction for Masked-AutoEncoder-Based Point Cloud Pretraining
Summary pending...
point cloudpoint cloud self-supervised learningpoint cloud pre-training
ICLR2024
Mediator Interpretation and Faster Learning Algorithms for Linear Correlated Equilibria in General Sequential Games
Summary pending...
extensive-form gamescorrelated equilibriano-regret learning