3 papers
cs.CV2024
MonoFormer: One Transformer for Both Diffusion and Autoregression
Chuyang Zhao, Yuxing Song, Wenhao Wang +5
Most existing multimodality methods use separate backbones for autoregression-based discrete text generation and diffusion-based continuous visual generation, or the same backbone…
cs.CV2024
LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction
Penghui Du, Yu Wang, Yifan Sun +7
Existing methods enhance open-vocabulary object detection by leveraging the robust open-vocabulary recognition capabilities of Vision-Language Models (VLMs), such as CLIP.However,…
cs.LG2024
Assessing Model Generalization in Vicinity
Yuchi Liu, Yifan Sun, Jingdong Wang +1
This paper evaluates the generalization ability of classification models on out-of-distribution test sets without depending on ground truth labels. Common approaches often calculat…