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Tianqin Li

8 papers · 2021–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

ICLR (4) ICCV (2) CVPR (1) NeurIPS (1)

Top co-authors

Tai Sing Lee (4) Yao-Hung Hubert Tsai (2) Zijie Li (2) Ruslan Salakhutdinov (2) Andrew Luo (2) Amir Barati Farimani (2) Louis-Philippe Morency (2) Xin Li (1) Dunhan Jiang (1) Han Zhao (1)

Research topics

Machine Learning (8) Learning Types · Machine Learning (6) Deep Learning (5) Core Methods (5) Computer Vision (4) Analysis (4) Architectures (2) Models (2) Generation (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

representation learning (3) contrastive learning (2) generative adversarial network (2) weakly supervised learning (2) vision transformer (1) transfer learning (1) sparse coding (1) object recognition (1) 3d shape generation (1) attention mechanism (1) momentum online clustering (1) point cloud (1) depth estimation (1) adversarial training (1) visual concept (1) implicit neural representation (1) generative model (1) convolutional neural network (1) inductive bia (1) semantic segmentation (1)

Papers

Perceptual Inductive Bias Is What You Need Before Contrastive Learning CVPR 2025 ViT-Split: Unleashing the Power of Vision Foundation Models via Efficient Splitting Heads ICCV 2025 Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity NeurIPS 2023 Conditional Contrastive Learning with Kernel ICLR 2022 Learning Weakly-supervised Contrastive Representations ICLR 2022 Prototype memory and attention mechanisms for few shot image generation ICLR 2022 TPU-GAN: Learning temporal coherence from dynamic point cloud sequences ICLR 2022 SurfGen: Adversarial 3D Shape Synthesis With Explicit Surface Discriminators ICCV 2021