411 citations · 887 across the 22 of their papers we have counts for
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cs.CV2024★ 4 cited
VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks
Xiangxiang Chu, Jianlin Su, Bo Zhang +1
Large language models are built on top of a transformer-based architecture to process textual inputs. For example, the LLaMA stands out among many open-source implementations. Can…
cs.CV2024★ 10 cited
MobileVLM V2: Faster and Stronger Baseline for Vision Language Model
Xiangxiang Chu, Limeng Qiao, Xinyu Zhang +8
We introduce MobileVLM V2, a family of significantly improved vision language models upon MobileVLM, which proves that a delicate orchestration of novel architectural design, an im…
cs.CV2024★ 4 cited
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection
Sifan Zhou, Liang Li, Xinyu Zhang +6
Due to highly constrained computing power and memory, deploying 3D lidar-based detectors on edge devices equipped in autonomous vehicles and robots poses a crucial challenge. Being…