Jianchao Tan
16 papers · 2020–2024 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (30) ποΈ Keyword Collector (62)
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Century Club Β· Bronze
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Research topics
Machine Learning
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Artificial Intelligence
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Deep Learning
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Architectures
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Core AI
(7)
Optimization & Theory
(6)
Application Areas
(5)
Learning Types
(4)
Computer Vision
(3)
Core Methods
(3)
Analysis
(2)
Processing
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Learning Paradigms
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Keywords
neural architecture search
(5)
model compression
(3)
multi-task learning
(3)
audio source separation
(2)
neural network optimization
(2)
performance prediction
(2)
channel pruning
(2)
vision transformer
(1)
image segmentation
(1)
neural network pruning
(1)
multimodal learning
(1)
knowledge distillation
(1)
hand pose estimation
(1)
feature selection
(1)
semantic segmentation
(1)
feature interaction
(1)
importance sampling
(1)
efficient computing
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convolutional neural network
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network architecture
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Papers
CountFormer: Multi-View Crowd Counting Transformer
ECCV 2024
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
ICLR 2024
MaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion
ICLR 2023
PA&DA: Jointly Sampling Path and Data for Consistent NAS
CVPR 2023
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor
AAAI 2023
Conformer Space Neural Architecture Search for Multi-Task Audio Separation
Interspeech 2022
Unified Visual Transformer Compression
ICLR 2022
WA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation
Interspeech 2022
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation
CVPR 2021
GDP: Stabilized Neural Network Pruning via Gates With Differentiable Polarization
ICCV 2021
Hand Image Understanding via Deep Multi-Task Learning
ICCV 2021
ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting
ICCV 2021
TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework
NeurIPS 2021
UMEC: Unified model and embedding compression for efficient recommendation systems
ICLR 2021
Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards
ECCV 2020
Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation
ECCV 2020