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Deep Learning
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Pretraining
2471 directly classified papers
Papers per year
2009: 2
2010: 1
2012: 1
2013: 1
2014: 4
2015: 5
2016: 19
2017: 26
2018: 33
2019: 117
2020: 218
2021: 311
2022: 333
2023: 451
2024: 448
2025: 373
2026: 128
Papers
Global and Local Hierarchical Prompt Tuning Framework for Multi-level Implicit Discourse Relation Recognition
COLING 2024
Detours for Navigating Instructional Videos
CVPR 2024
VCISR: Blind Single Image Super-Resolution With Video Compression Synthetic Data
WACV 2024
EgoThink: Evaluating First-Person Perspective Thinking Capability of Vision-Language Models
CVPR 2024
Learning Robust Deep Visual Representations From EEG Brain Recordings
WACV 2024
SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction
WACV 2024
Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where
WACV 2024
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
NIPS 2024
M33D: Learning 3D Priors Using Multi-Modal Masked Autoencoders for 2D Image and Video Understanding
WACV 2024
Differentially Private Video Activity Recognition
WACV 2024
Image Labels Are All You Need for Coarse Seagrass Segmentation
WACV 2024
Cell ontology guided transcriptome foundation model
NIPS 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities
NIPS 2024
LidarCLIP or: How I Learned To Talk to Point Clouds
WACV 2024
IndicFinNLP: Financial Natural Language Processing for Indian Languages
COLING 2024
Self-Supervised Quantization-Aware Knowledge Distillation
AISTATS 2024
Pharmacokinetics-Informed Neural Network for Predicting Opioid Administration Moments with Wearable Sensors
AAAI 2024
Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment
AAAI 2024
Mitigating Idiom Inconsistency: A Multi-Semantic Contrastive Learning Method for Chinese Idiom Reading Comprehension
AAAI 2024
Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification
AAAI 2024
ScaleKD: Strong Vision Transformers Could Be Excellent Teachers
NIPS 2024
DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing
AAAI 2024
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining
AAAI 2024
HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning
AAAI 2024
Teacher as a Lenient Expert: Teacher-Agnostic Data-Free Knowledge Distillation
AAAI 2024
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