Deep Learning

Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection NeurIPS 2024 IIITDWD-zk@DravidianLangTech-2024: Leveraging the Power of Language Models for Hate Speech Detection in Telugu-English Code-Mixed Text EACL 2024 Improving Equivariant Model Training via Constraint Relaxation NeurIPS 2024 Improving Neural Network Generalization on Data-Limited Regression with Doubly-Robust Boosting AAAI 2024 Improving robustness to corruptions with multiplicative weight perturbations NeurIPS 2024 Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective AISTATS 2024 InfraParis: A Multi-Modal and Multi-Task Autonomous Driving Dataset WACV 2024 Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion NeurIPS 2024 Interpretable Mesomorphic Networks for Tabular Data NeurIPS 2024 Inter-X: Towards Versatile Human-Human Interaction Analysis CVPR 2024 Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? CVPR 2024 iToF-flow-based High Frame Rate Depth Imaging CVPR 2024 Kepler Light Curve Classification Using Deep Learning and Markov Transition Field (Student Abstract) AAAI 2024 KPConvX: Modernizing Kernel Point Convolution with Kernel Attention CVPR 2024 Label Confidence Weighted Learning for Target-level Sentence Simplification EMNLP 2024 LAN: Learning to Adapt Noise for Image Denoising CVPR 2024 Large Language Models Must Be Taught to Know What They Don’t Know NeurIPS 2024 Learning multivariate temporal point processes via the time-change theorem AISTATS 2024 Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis AAAI 2024 Learning Quality Labels for Robust Image Classification WACV 2024 Learning to compute Gröbner bases NeurIPS 2024 Leveraging Separated World Model for Exploration in Visually Distracted Environments NeurIPS 2024 LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis WACV 2024 LiDAR-Net: A Real-scanned 3D Point Cloud Dataset for Indoor Scenes CVPR 2024 Lightweight Dynamic Sparse Transformer for Monaural Speech Enhancement Interspeech 2024