Vijay Kumar B. G

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Metric Learning

Object Detectors

Top Venues

Publications

Zaid Khan, Vijay Kumar B. G, Samuel Schulter, Yun Fu, Manmohan Chandraker
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement. CoRR (2024)
S. P. Sharan, Francesco Pittaluga, Vijay Kumar B. G, Manmohan Chandraker
LLM-Assist: Enhancing Closed-Loop Planning with Language-Based Reasoning. CoRR (2024)
Shiyu Zhao, Long Zhao, Vijay Kumar B. G, Yumin Suh, Dimitris N. Metaxas, Manmohan Chandraker, Samuel Schulter
Generating Enhanced Negatives for Training Language-Based Object Detectors. CoRR (2024)
Shiyu Zhao, Samuel Schulter, Long Zhao, Zhixing Zhang, Vijay Kumar B. G, Yumin Suh, Manmohan Chandraker, Dimitris N. Metaxas
Improving Pseudo Labels for Open-Vocabulary Object Detection. CoRR (2023)
Samuel Schulter, Vijay Kumar B. G, Yumin Suh, Konstantinos M. Dafnis, Zhixing Zhang, Shiyu Zhao, Dimitris N. Metaxas
OmniLabel: A Challenging Benchmark for Language-Based Object Detection. CoRR (2023)
Samuel Schulter, Vijay Kumar B. G, Yumin Suh, Konstantinos M. Dafnis, Zhixing Zhang, Shiyu Zhao, Dimitris N. Metaxas
OmniLabel: A Challenging Benchmark for Language-Based Object Detection. ICCV (2023)
Zaid Khan, Vijay Kumar B. G, Samuel Schulter, Manmohan Chandraker, Yun Fu
Exploring Question Decomposition for Zero-Shot VQA. CoRR (2023)
Wenxuan Bao, Francesco Pittaluga, Vijay Kumar B. G, Vincent Bindschaedler
DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning. NeurIPS (2023)
Zaid Khan, Vijay Kumar B. G, Samuel Schulter, Xiang Yu, Yun Fu, Manmohan Chandraker
Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CoRR (2023)
Wenxuan Bao, Francesco Pittaluga, Vijay Kumar B. G, Vincent Bindschaedler
DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning. CoRR (2023)
Zaid Khan, Vijay Kumar B. G, Samuel Schulter, Manmohan Chandraker, Yun Fu
Exploring Question Decomposition for Zero-Shot VQA. NeurIPS (2023)
Shiyu Zhao, Zhixing Zhang, Samuel Schulter, Long Zhao, Vijay Kumar B. G, Anastasis Stathopoulos, Manmohan Chandraker, Dimitris N. Metaxas
Exploiting Unlabeled Data with Vision and Language Models for Object Detection. CoRR (2022)
Zaid Khan, Vijay Kumar B. G, Xiang Yu, Samuel Schulter, Manmohan Chandraker, Yun Fu
Single-Stream Multi-Level Alignment for Vision-Language Pretraining. CoRR (2022)
Vijay Kumar B. G, Jeyasri Subramanian, Varnith Chordia, Eugene Bart, Shaobo Fang, Kelly Guan, Raja Bala
STRIVE: Scene Text Replacement In Videos. ICCV (2021)
Vijay Kumar B. G, Jeyasri Subramanian, Varnith Chordia, Eugene Bart, Shaobo Fang, Kelly Guan, Raja Bala
STRIVE: Scene Text Replacement In Videos. CoRR (2021)
Venkateswararao Cherukuri, Vijay Kumar B. G, Raja Bala, Vishal Monga
Deep Retinal Image Segmentation With Regularization Under Geometric Priors. IEEE Trans. Image Process. 29 (2020)
Varnith Chordia, Vijay Kumar B. G
Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention. CoRR (2020)
Venkateswararao Cherukuri, Vijay Kumar B. G, Raja Bala, Vishal Monga
Multi-Scale Regularized Deep Network for Retinal Vessel Segmentation. ICIP (2019)
Trung Pham, Vijay Kumar B. G, Thanh-Toan Do, Gustavo Carneiro, Ian D. Reid
Bayesian Semantic Instance Segmentation in Open Set World. CoRR (2018)
Ben Harwood, Vijay Kumar B. G, Gustavo Carneiro, Ian D. Reid, Tom Drummond
Smart Mining for Deep Metric Learning. ICCV (2017)
Seyed Hamid Rezatofighi, Vijay Kumar B. G, Anton Milan, Ehsan Abbasnejad, Anthony R. Dick, Ian D. Reid
DeepSetNet: Predicting Sets with Deep Neural Networks. ICCV (2017)
Vijay Kumar B. G, Gustavo Carneiro, Ian D. Reid
Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimizing Global Loss Functions. CVPR (2016)
Ravi Garg, Vijay Kumar B. G, Ian D. Reid
Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue. CoRR (2016)
Seyed Hamid Rezatofighi, Vijay Kumar B. G, Anton Milan, Ehsan Abbasnejad, Anthony R. Dick, Ian D. Reid
DeepSetNet: Predicting Sets with Deep Neural Networks. CoRR (2016)