Fanyi Xiao
17 papers · 2014–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (35) π Conference Polyglot (4) π Academic Marathon (11) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(4)
π
Academic Marathon
(11)
π
Century Club
(17)
π
Conference Pioneer
ποΈ
Keyword Collector
(72)
π₯
Unstoppable
(6)
Conferences
CVPR (8)
ICCV (6)
ECCV (2)
ICML (1)
Top co-authors
Keywords
object detection
(3)
self-supervised learning
(2)
object tracking
(2)
model compression
(2)
semantic segmentation
(2)
image segmentation
(2)
knowledge distillation
(2)
segment anything model
(2)
video segmentation
(2)
pose estimation
(1)
contrastive learning
(1)
transfer learning
(1)
spectral clustering
(1)
zero-shot learning
(1)
egocentric vision
(1)
image generation
(1)
weakly supervised learning
(1)
multi-modal learning
(1)
video understanding
(1)
vision transformer
(1)
Papers
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
Going Denser with Open-Vocabulary Part Segmentation
ICCV 2023
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only
ICCV 2023
Hierarchical Self-Supervised Representation Learning for Movie Understanding
CVPR 2022
MaCLR: Motion-Aware Contrastive Learning of Representations for Videos
ECCV 2022
YOLACT: Real-Time Instance Segmentation
ICCV 2019
STEP: Spatio-Temporal Progressive Learning for Video Action Detection
CVPR 2019
Identity From Here, Pose From There: Self-Supervised Disentanglement and Generation of Objects Using Unlabeled Videos
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 Transfer: Watching Videos to Simulate Strong Human Supervision for Weakly-Supervised Object Detection
CVPR 2016
Track and Segment: An Iterative Unsupervised Approach for Video Object Proposals
CVPR 2016
Discovering the Spatial Extent of Relative Attributes
ICCV 2015
Transitive Distance Clustering with K-Means Duality
CVPR 2014