Papers
12094 papers
ICLR2024
Sparse MoE with Language Guided Routing for Multilingual Machine Translation
Summary pending...
Sparse Mixture-of-ExpertsMultilingual Machine TranslationLanguage Guided Routing
ICLR2024
Let's do the time-warp-attend: Learning topological invariants of dynamical systems
Summary pending...
dynamical systemsbifurcationstopological invariance
ICLR2024
REFACTOR: Learning to Extract Theorems from Proofs
Summary pending...
theorem extractionmathematical reasoningtheorem proving
ICLR2024
Learning Adaptive Multiresolution Transforms via Meta-Framelet-based Graph Convolutional Network
Summary pending...
Graph neural networksgraph multiresolution analysis
ICLR2024
In-Context Pretraining: Language Modeling Beyond Document Boundaries
Summary pending...
Large Language Models
ICLR2024
Expressive Losses for Verified Robustness via Convex Combinations
Summary pending...
Verified TrainingNeural Network VerificationVerified Adversarial Robustness
ICLR2024
Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations
Summary pending...
Spatio-temporal datatime seriesvirtual sensing
ICLR2024
Offline RL with Observation Histories: Analyzing and Improving Sample Complexity
Summary pending...
offline reinforcement learningPOMDPsrepresentation learning
ICLR2024
Understanding Certified Training with Interval Bound Propagation
Summary pending...
Certified RobustnessAdversarial RobustnessNeural Network Verification
ICLR2024
Layer-wise linear mode connectivity
Summary pending...
linear mode connectivitylayer-wisefederated averaging
ICLR2024
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking
Summary pending...
Sequence ModellingImitiation LearningLanguage Modelling
ICLR2024
Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift
Summary pending...
multi-model contrastive learningcontrastive learning theoryrepresentation learning
ICLR2024
Confidential-DPproof: Confidential Proof of Differentially Private Training
Summary pending...
privacy auditingzero knowledge proofdifferentially private training
ICLR2024
Jointly-Learned Exit and Inference for a Dynamic Neural Network
Summary pending...
early-exit dynamic networksefficient inference
ICLR2024
Improved statistical and computational complexity of the mean-field Langevin dynamics under structured data
Summary pending...
neural network optimizationfeature learningmean-field Langevin dynamics
ICLR2024
Can Large Language Models Infer Causation from Correlation?
Summary pending...
Large Language ModelsNatural Language InferenceCausal Reasoning
ICLR2024
A Variational Perspective on Solving Inverse Problems with Diffusion Models
Summary pending...
diffusion modelsscore matchingvariational approximation
ICLR2024
Investigating the Benefits of Projection Head for Representation Learning
Summary pending...
representation learningrepresentation learning theorycontrastive learning
ICLR2024
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN
Summary pending...
spiking neural networkSNNnetwork pruning