1.2k citations · 1.6k across the 23 of their papers we have counts for
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LLA-FLOW: A Lightweight Local Aggregation on Cost Volume for Optical Flow Estimation
Jiawei Xu, Zongqing Lu, Qingmin Liao
Lack of texture often causes ambiguity in matching, and handling this issue is an important challenge in optical flow estimation. Some methods insert stacked transformer modules th…
IRGen: Generative Modeling for Image Retrieval
Yidan Zhang, Ting Zhang, Dong Chen +11
While generative modeling has become prevalent across numerous research fields, its integration into the realm of image retrieval remains largely unexplored and underjustified. In…
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start"
Junbo Zhao, Xuefei Ning, Enshu Liu +7
Predictor-based Neural Architecture Search (NAS) employs an architecture performance predictor to improve the sample efficiency. However, predictor-based NAS suffers from the sever…
Explicit3D: Graph Network with Spatial Inference for Single Image 3D Object Detection
Yanjun Liu, Wenming Yang
Indoor 3D object detection is an essential task in single image scene understanding, impacting spatial cognition fundamentally in visual reasoning. Existing works on 3D object dete…