Bingbing Li
5 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Analysis
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
model compression
(3)
knowledge distillation
(2)
imitation learning
(1)
self-supervised learning
(1)
network pruning
(1)
model pruning
(1)
3d human pose estimation
(1)
language model
(1)
edge computing
(1)
weight pruning
(1)
attention head
(1)
overfitting reduction
(1)
motion data
(1)
transformer-based language model
(1)
pose hallucination
(1)
head pruning
(1)
block structured pruning
(1)
surrogate lagrangian relaxation
(1)
retrain-free pruning
(1)
peer distillation
(1)
Papers
Towards Lossless Head Pruning through Automatic Peer Distillation for Language Models
IJCAI 2023
PoseTriplet: Co-Evolving 3D Human Pose Estimation, Imitation, and Hallucination Under Self-Supervision
CVPR 2022
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
ACL 2022
Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation
IJCAI 2021
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning
EMNLP 2020