Controllable Chest X-Ray Report Generation from Longitudinal Representations Oct 9, 2023 Anatomy Representation Learning
— Unverified 0Semantic-aware Temporal Channel-wise Attention for Cardiac Function Assessment Oct 9, 2023 Auxiliary Learning regression
— Unverified 0Transcending the Attention Paradigm: Representation Learning from Geospatial Social Media Data Oct 9, 2023 Benchmarking Language Modeling
Code Code Available 0PointGAT: A quantum chemical property prediction model integrating graph attention and 3D geometry Oct 8, 2023 3D geometry Computational chemistry
— Unverified 0VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence Oct 8, 2023 Disease Prediction Prognosis
Code Code Available 1Enhancing Representations through Heterogeneous Self-Supervised Learning Oct 8, 2023 image-classification Image Classification
— Unverified 0Breaking Down Word Semantics from Pre-trained Language Models through Layer-wise Dimension Selection Oct 8, 2023 Binary Classification Language Modeling
— Unverified 0Task Aware Modulation using Representation Learning: An Approach for Few Shot Learning in Environmental Systems Oct 7, 2023 Computational Efficiency Few-Shot Learning
— Unverified 0T-Rep: Representation Learning for Time Series using Time-Embeddings Oct 6, 2023 Anomaly Detection Representation Learning
Code Code Available 1URLOST: Unsupervised Representation Learning without Stationarity or Topology Oct 6, 2023 Representation Learning
— Unverified 0Identifying Representations for Intervention Extrapolation Oct 6, 2023 Representation Learning
— Unverified 0Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison Oct 6, 2023 Continuous Control reinforcement-learning
— Unverified 0HuBERTopic: Enhancing Semantic Representation of HuBERT through Self-supervision Utilizing Topic Model Oct 6, 2023 Automatic Speech Recognition Representation Learning
— Unverified 0Certifiably Robust Graph Contrastive Learning Oct 5, 2023 Contrastive Learning Graph Representation Learning
Code Code Available 1Audio Event-Relational Graph Representation Learning for Acoustic Scene Classification Oct 5, 2023 Acoustic Scene Classification Graph Representation Learning
Code Code Available 1Evaluating Self-Supervised Speech Representations for Indigenous American Languages Oct 5, 2023 Representation Learning Speech Representation Learning
— Unverified 0Know2BIO: A Comprehensive Dual-View Benchmark for Evolving Biomedical Knowledge Graphs Oct 5, 2023 Data Integration Entity Alignment
Code Code Available 1Ablation Study to Clarify the Mechanism of Object Segmentation in Multi-Object Representation Learning Oct 5, 2023 Object Representation Learning
— Unverified 0Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction Oct 5, 2023 Representation Learning Text Generation
Code Code Available 0Deep Variational Multivariate Information Bottleneck -- A Framework for Variational Losses Oct 5, 2023 Contrastive Learning Decoder
— Unverified 0Enhancing Robust Representation in Adversarial Training: Alignment and Exclusion Criteria Oct 5, 2023 Adversarial Attack Adversarial Defense
Code Code Available 0OMG-ATTACK: Self-Supervised On-Manifold Generation of Transferable Evasion Attacks Oct 5, 2023 Representation Learning
— Unverified 0COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking Oct 4, 2023 class-incremental learning Class Incremental Learning
Code Code Available 0Multi-Domain Causal Representation Learning via Weak Distributional Invariances Oct 4, 2023 Representation Learning
— Unverified 0Co-modeling the Sequential and Graphical Routes for Peptide Representation Learning Oct 4, 2023 Contrastive Learning Representation Learning
Code Code Available 0Human-oriented Representation Learning for Robotic Manipulation Oct 4, 2023 Decoder Hand Detection
— Unverified 0FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-Supervised Learning Oct 4, 2023 Representation Learning Self-Supervised Learning
Code Code Available 0ScaleNet: An Unsupervised Representation Learning Method for Limited Information Oct 3, 2023 Representation Learning
— Unverified 0AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval Oct 3, 2023 Articles Decision Making
Code Code Available 0MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts Oct 3, 2023 Continual Learning Representation Learning
— Unverified 0Conditional Instrumental Variable Regression with Representation Learning for Causal Inference Oct 3, 2023 Causal Inference regression
— Unverified 0OOD Aware Supervised Contrastive Learning Oct 3, 2023 Contrastive Learning Out of Distribution (OOD) Detection
— Unverified 0Transformers are efficient hierarchical chemical graph learners Oct 2, 2023 Graph Representation Learning Representation Learning
Code Code Available 0Algebras of actions in an agent's representations of the world Oct 2, 2023 Representation Learning
— Unverified 0Segmenting the motion components of a video: A long-term unsupervised model Oct 2, 2023 Motion Segmentation Optical Flow Estimation
— Unverified 0Strength in Diversity: Multi-Branch Representation Learning for Vehicle Re-Identification Oct 2, 2023 Diversity Representation Learning
Code Code Available 1Segment Any Building Oct 2, 2023 Management Representation Learning
— Unverified 0Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP Oct 2, 2023 Image Generation Representation Learning
— Unverified 0A Unified View on Neural Message Passing with Opinion Dynamics for Social Networks Oct 2, 2023 Graph Representation Learning Representation Learning
— Unverified 0DINE: Dimensional Interpretability of Node Embeddings Oct 2, 2023 Graph Representation Learning Link Prediction
Code Code Available 0Localized and Balanced Efficient Incomplete Multi-view Clustering Oct 1, 2023 Clustering Incomplete multi-view clustering
— Unverified 0Learning node representation via Motif Coarsening Oct 1, 2023 Graph Representation Learning Representation Learning
Code Code Available 0Siamese Representation Learning for Unsupervised Relation Extraction Oct 1, 2023 Contrastive Learning Relation
Code Code Available 0LSOR: Longitudinally-Consistent Self-Organized Representation Learning Sep 30, 2023 Representation Learning
Code Code Available 0MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images Sep 30, 2023 COVID-19 Diagnosis image-classification
— Unverified 0Structural Adversarial Objectives for Self-Supervised Representation Learning Sep 30, 2023 Contrastive Learning Data Augmentation
Code Code Available 0Efficient Planning with Latent Diffusion Sep 30, 2023 Representation Learning
— Unverified 0MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data Sep 29, 2023 Benchmarking Contrastive Learning
Code Code Available 1SCoRe: Submodular Combinatorial Representation Learning Sep 29, 2023 Autonomous Navigation Contrastive Learning
— Unverified 0Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks Sep 29, 2023 Drug Discovery Ensemble Learning
Code Code Available 1