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Ran Cheng

11 papers · 2020–2025 · 6 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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+5 more ↓ 🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint
🧭 Keyword Pioneer 📈 Trend Setter ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🗃️ Keyword Collector (55)

Venues

ICCV (4) CVPR (3) AACL (1) CoRL (1) EMNLP (1) ICML (1)

Top co-authors

Zhichao Lu (4) Teng Wang (3) Feng Zheng (3) Ping Luo (3) Liu Bingbing (2) Yuan Ren (2) Ehsan Taghavi (2) Enxu Li (2) Ryan Razani (2) Haizhou Li (1)

Research topics

Computer Vision (6) Machine Learning (5) Artificial Intelligence (4) Deep Learning (4) Analysis (4) Core AI (3) Application Areas (2) Architectures (2) Domain-Specific (2) Generation (2) Learning Types (2) Reinforcement Learning (1) Applications (1) Core Methods (1) Learning Paradigms (1)

Keywords

vision-language pre-training (2) semantic segmentation (2) contrastive learning (1) multi-task learning (1) few-shot learning (1) feature extraction (1) knowledge distillation (1) action prediction (1) data augmentation (1) autonomous driving (1) point cloud (1) 3d scene understanding (1) bird's eye view (1) instance segmentation (1) parameter sharing (1) object detection (1) language model (1) policy generalization (1) feature alignment (1) model compression (1)

Papers

CoA-VLA: Improving Vision-Language-Action Models via Visual-Text Chain-of-Affordance ICCV 2025 Accelerating Vision-Language Pretraining With Free Language Modeling CVPR 2023 Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing With Non-Learnable Primitives CVPR 2023 NanoNER: Named Entity Recognition for Nanobiology Using Experts’ Knowledge and Distant Supervision AACL 2023 VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix ICML 2022 (AF)2-S3Net: Attentive Feature Fusion With Adaptive Feature Selection for Sparse Semantic Segmentation Network CVPR 2021 End-to-End Dense Video Captioning With Parallel Decoding ICCV 2021 FaPN: Feature-Aligned Pyramid Network for Dense Image Prediction ICCV 2021 GP-S3Net: Graph-Based Panoptic Sparse Semantic Segmentation Network ICCV 2021 Revisiting Self-training for Few-shot Learning of Language Model EMNLP 2021 S3CNet: A Sparse Semantic Scene Completion Network for LiDAR Point Clouds CoRL 2020