Jiankang Chen

3 papers · 2024–2025 · 2 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 (12) 🐣 Hot Topic Early Bird

Venues

AAAI (2) ICLR (1)

Top co-authors

Wei-Shi Zheng (2) Ruixuan Wang (2) Shenshen Bu (1) Tianke Zhang (1) Haojie Ding (1) Xiaoyuan Guan (1) Changyi Liu (1) Huihui Xiao (1) cheng.feng (1) Di Zhang (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Computer Vision (2) Artificial Intelligence (1) Deep Learning (1) Analysis (1) Application Areas (1) Architectures (1) Core AI · Artificial Intelligence (1) Core AI · Computer Vision (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

out-of-distribution detection (2) anomaly detection (1) data augmentation (1) question answering (1) convolutional neural network (1) semantic embedding (1) vision-language model (1) task diversity (1) visual encoder (1) scoring function (1) feature statistics (1) textual anchor guidance (1) fake outlier generation (1) jigsaw-based data (1) feature vector element (1) representation learning (1) multimodal instruction fine-tuning (1)

Papers

TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types ICLR 2025 Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection AAAI 2024 TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection AAAI 2024