Deep Learning

DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks NeurIPS 2024 Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 2024 Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets NeurIPS 2024 Dynamic Spiking Graph Neural Networks AAAI 2024 EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NeurIPS 2024 Enable Fast Sampling for Seq2Seq Text Diffusion EMNLP 2024 End-to-End Real-World Polyphonic Piano Audio-to-Score Transcription with Hierarchical Decoding IJCAI 2024 Enhancing Healthcare Predictions with Deep Learning Models AAAI 2024 Enhancing Neural Machine Translation for Ainu-Japanese: A Comprehensive Study on the Impact of Domain and Dialect Integration EMNLP 2024 Experiential Co-Learning of Software-Developing Agents ACL 2024 Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments EMNLP 2024 FakeSound: Deepfake General Audio Detection Interspeech 2024 Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level NeurIPS 2024 FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures CVPR 2024 Frequency Adaptive Normalization For Non-stationary Time Series Forecasting NeurIPS 2024 FRoG-MOT: Fast and Robust Generic Multiple-Object Tracking by IoU and Motion-State Associations WACV 2024 Gated Inference Network: Inference and Learning State-Space Models NeurIPS 2024 GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time AAAI 2024 Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024 GSO-Net: Grid Surface Optimization via Learning Geometric Constraints AAAI 2024 Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning EACL 2024 Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification AAAI 2024 HashPoint: Accelerated Point Searching and Sampling for Neural Rendering CVPR 2024 Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm ACL 2024 How Does Beam Search improve Span-Level Confidence Estimation in Generative Sequence Labeling? EACL 2024