Deep Learning

3D LiDAR Mapping in Dynamic Environments using a 4D Implicit Neural Representation CVPR 2024 Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers AISTATS 2024 A Computation-Aware Shape Loss Function for Point Cloud Completion AAAI 2024 AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models NeurIPS 2024 Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration CVPR 2024 A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers EMNLP 2024 Advancing Video Anomaly Detection: A Concise Review and a New Dataset NeurIPS 2024 Advection Augmented Convolutional Neural Networks NeurIPS 2024 A General Implicit Framework for Fast NeRF Composition and Rendering AAAI 2024 Analysing The Impact of Sequence Composition on Language Model Pre-Training ACL 2024 ANIM: Accurate Neural Implicit Model for Human Reconstruction from a single RGB-D Image CVPR 2024 A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation ACL 2024 A Novel Approach for Longitudinal Modeling of Aging Health and Predicting Mortality Rates AAAI 2024 Approximation Rate of the Transformer Architecture for Sequence Modeling NeurIPS 2024 Archaeoscape: Bringing Aerial Laser Scanning Archaeology to the Deep Learning Era NeurIPS 2024 Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? NeurIPS 2024 Are modern neural ASR architectures robust for polysynthetic languages? EMNLP 2024 ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe CVPR 2024 Automated Sperm Assessment Framework and Neural Network Specialized for Sperm Video Recognition WACV 2024 Autoregressive Image Generation without Vector Quantization NeurIPS 2024 Benchmarking Fish Dataset and Evaluation Metric in Keypoint Detection - Towards Precise Fish Morphological Assessment in Aquaculture Breeding IJCAI 2024 Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. NeurIPS 2024 BERTground: A Transformer-Based Model of Background Spectra on the ISS-Based NICER Space Telescope AAAI 2024 Camera-Independent Single Image Depth Estimation From Defocus Blur WACV 2024 CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction EMNLP 2024