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deep learning

2,195 papers

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DL

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neural network (309) text classification (179) convolutional neural network (158) representation learning (90) deep neural network (85) attention mechanism (82) image classification (77) transfer learning (71) feature learning (69) natural language processing (69)

Papers

Uncertainty Regularized Evidential Regression AAAI 2024 Understanding Surprising Generalization Phenomena in Deep Learning AAAI 2024 Understanding Visual Feature Reliance through the Lens of Complexity NeurIPS 2024 Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment AAAI 2024 Unsupervised Deep Learning Method for Bias Correction MIDL 2024 VGGSfM: Visual Geometry Grounded Deep Structure From Motion CVPR 2024 VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024 VlogQA: Task, Dataset, and Baseline Models for Vietnamese Spoken-Based Machine Reading Comprehension EACL 2024 Vocal Call Locator Benchmark (VCL) for localizing rodent vocalizations from multi-channel audio NeurIPS 2024 VoxBlink2: A 100K+ Speaker Recognition Corpus and the Open-Set Speaker-Identification Benchmark Interspeech 2024 WaveMo: Learning Wavefront Modulations to See Through Scattering CVPR 2024 WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark NeurIPS 2024 WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NeurIPS 2024 When Do “More Contexts” Help with Sarcasm Recognition? COLING 2024 Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs ICLR 2024 WildlifeDatasets: An Open-Source Toolkit for Animal Re-Identification WACV 2024 YOLOPitch: A Time-Frequency Dual-Branch YOLO Model for Pitch Estimation Interspeech 2024 $\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties NeurIPS 2023 5G-IoT Cloud based Demonstration of Real-Time Audio-Visual Speech Enhancement for Multimodal Hearing-aids Interspeech 2023 Adaptive Data-Free Quantization CVPR 2023 A Dataset of Relighted 3D Interacting Hands NeurIPS 2023 Addressing Chest Radiograph Projection Bias in Deep Classification Models MIDL 2023 A Deep Learning Based Framework for Joint Image Registration and Segmentation of Brain Metastases on Magnetic Resonance Imaging MLHC 2023 A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction MIDL 2023 AdvisIL - A Class-Incremental Learning Advisor WACV 2023