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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
Faster Parameter-Efficient Tuning with Token Redundancy Reduction
CVPR 2025
OpenSDI: Spotting Diffusion-Generated Images in the Open World
CVPR 2025
Scaling Under-Resourced TTS: A Data-Optimized Framework with Advanced Acoustic Modeling for Thai
ACL 2025
DV-Matcher: Deformation-based Non-rigid Point Cloud Matching Guided by Pre-trained Visual Features
CVPR 2025
MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets
EMNLP 2025
WeGen: A Unified Model for Interactive Multimodal Generation as We Chat
CVPR 2025
Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution
ACL 2025
Zero-shot RGB-D Point Cloud Registration with Pre-trained Large Vision Model
CVPR 2025
SEA-LION: Southeast Asian Languages in One Network
IJCNLP 2025
OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation
CVPR 2025
PriFold: Biological Priors Improve RNA Secondary Structure Predictions
AAAI 2025
Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP
AAAI 2025
LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation
AAAI 2025
Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation
AAAI 2025
Dual-Expert Consistency Model for Efficient and High-Quality Video Generation
ICCV 2025
FusionPhys: A Flexible Framework for Fusing Complementary Sensing Modalities in Remote Physiological Measurement
ICCV 2025
CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex
AAAI 2025
HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks
AAAI 2025
Unified Graph Neural Networks Pre-training for Multi-domain Graphs
AAAI 2025
Language Pre-training Guided Masking Representation Learning for Time Series Classification
AAAI 2025
JEN-1 DreamStyler: Customized Musical Concept Learning via Pivotal Parameters Tuning
AAAI 2025
MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification
AAAI 2025
DeformCL: Learning Deformable Centerline Representation for Vessel Extraction in 3D Medical Image
CVPR 2025
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset
CVPR 2025
Generalizable Non-Line-of-Sight Imaging with Learnable Physical Priors
ICCV 2025
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