Fanyi Xiao
18 papers · 2014–2026 · 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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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (39)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(80)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Computer Vision
(14)
Machine Learning
(11)
Analysis
(10)
Learning Types Β· Machine Learning
(8)
Processing
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI Β· Artificial Intelligence
(5)
Learning Types Β· Deep Learning
(5)
Application Areas
(3)
Learning Paradigms
(2)
Architectures
(1)
Core AI Β· Computer Vision
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
object detection
(3)
contrastive learning
(2)
model compression
(2)
weakly supervised learning
(2)
semantic segmentation
(2)
image segmentation
(2)
segment anything model
(2)
vision-language model
(2)
object tracking
(2)
knowledge distillation
(2)
self-supervised learning
(2)
video segmentation
(2)
visual question answering
(1)
pose estimation
(1)
transfer learning
(1)
spectral clustering
(1)
zero-shot learning
(1)
multimodal learning
(1)
egocentric vision
(1)
image generation
(1)
Papers
Beyond 3D VQAs: Injecting 3D Spatial Priors into Vision-Language Models for Enhanced Geometric Reasoning
CVPR 2026
EdgeTAM: On-Device Track Anything Model
CVPR 2025
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
ICML 2025
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything
CVPR 2024
EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding
ICCV 2023
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only
ICCV 2023
Going Denser with Open-Vocabulary Part Segmentation
ICCV 2023
Hierarchical Self-Supervised Representation Learning for Movie Understanding
CVPR 2022
MaCLR: Motion-Aware Contrastive Learning of Representations for Videos
ECCV 2022
Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos
ICCV 2019
STEP: Spatio-Temporal Progressive Learning for Video Action Detection
CVPR 2019
YOLACT: Real-Time Instance Segmentation
ICCV 2019
Video Object Detection with an Aligned Spatial-Temporal Memory
ECCV 2018
Weakly-Supervised Visual Grounding of Phrases With Linguistic Structures
CVPR 2017
Track and Segment: An Iterative Unsupervised Approach for Video Object Proposals
CVPR 2016
Track and Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection
CVPR 2016
Discovering the Spatial Extent of Relative Attributes
ICCV 2015
Transitive Distance Clustering with K-Means Duality
CVPR 2014