Papers
12094 papers
ICLR2024
Structural Inference with Dynamics Encoding and Partial Correlation Coefficients
Summary pending...
Structural InferenceAI4Science
ICLR2024
Prediction without Preclusion: Recourse Verification with Reachable Sets
Summary pending...
algorithmic recoursefairnessrobustness
ICLR2024
Simplicial Representation Learning with Neural $k$-Forms
Summary pending...
geometric deep learningdifferential formsrepresentation learning
ICLR2024
Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model
Summary pending...
local differential privacy; linear regression
ICLR2024
Toward effective protection against diffusion-based mimicry through score distillation
Summary pending...
Diffusion modelssafetyprotection
ICLR2024
Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation
Summary pending...
sign language translationsign recognitionlarge language models
ICLR2024
Cauchy-Schwarz Divergence Information Bottleneck for Regression
Summary pending...
Information BottleneckCauchy-Schwarz DivergenceRegression
ICLR2024
SALMONN: Towards Generic Hearing Abilities for Large Language Models
Summary pending...
Multimodal large language modelsspeech and audio processingmusic processing
ICLR2024
Kalman Filter for Online Classification of Non-Stationary Data
Summary pending...
online learningnon-stationarityKalman filter
ICLR2024
Magnushammer: A Transformer-Based Approach to Premise Selection
Summary pending...
transformersinteractive theorem provingautomated reasoning
ICLR2024
ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update
Summary pending...
offline reinforcement learningimitation learningdistribution correction estimation
ICLR2024
Learning to Compose: Improving Object Centric Learning by Injecting Compositionality
Summary pending...
Object-Centric learningCompositionality
ICLR2024
Light Schrödinger Bridge
Summary pending...
Schrödinger BridgeOptimal transportEntropy regularized OT
ICLR2024
Reward-Free Curricula for Training Robust World Models
Summary pending...
curriculamodel-based reinforcement learningworld models
ICLR2024
Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design
Summary pending...
Molecular generative modelsreinforcement learningnatural language processing
ICLR2024
Leveraging Uncertainty Estimates To Improve Classifier Performance
Summary pending...
Uncertainty estimationbinary classificationimbalanced classification
ICLR2024
C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion
Summary pending...
CalibrationTest-time adaptationCLIP
ICLR2024
Retrieval-Enhanced Contrastive Vision-Text Models
Summary pending...
vision-language modelsretrievalexternal memory
ICLR2024
DEEP NEURAL NETWORK INITIALIZATION WITH SPARSITY INDUCING ACTIVATIONS
Summary pending...
Deep neural networkrandom initialisationsparsity
ICLR2024
PeFLL: Personalized Federated Learning by Learning to Learn
Summary pending...
Personalized Federated LearningLearning-to-Learn