Filtering, Distillation, and Hard Negatives for Vision-Language
Pre-Training

Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training

5 January 2023

Filip Radenovic

Abhimanyu Dubey

Abhishek Kadian

Simon Vandenhende

Vignesh Ramanathan

Papers citing "Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training"

11 / 11 papers shown

Title
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao MedIm VLM 36 6 0 28 Sep 2024
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions Yu-Guan Hsieh Cheng-Yu Hsieh Shih-Ying Yeh Louis Béthune Hadi Pour Ansari Pavan Kumar Anasosalu Vasu Chun-Liang Li Ranjay Krishna Oncel Tuzel Marco Cuturi 58 4 0 09 Jul 2024
A Cross-Dataset Study for Text-based 3D Human Motion Retrieval Léore Bensabath Mathis Petrovich Gül Varol 33 2 0 27 May 2024
Effective pruning of web-scale datasets based on complexity of concept clusters Amro Abbas E. Rusak Kushal Tirumala Wieland Brendel Kamalika Chaudhuri Ari S. Morcos VLM CLIP 13 22 0 09 Jan 2024
Mitigating Open-Vocabulary Caption Hallucinations Assaf Ben-Kish Moran Yanuka Morris Alper Raja Giryes Hadar Averbuch-Elor MLLM VLM 11 6 0 06 Dec 2023
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks Bin Xiao Haiping Wu Weijian Xu Xiyang Dai Houdong Hu Yumao Lu Michael Zeng Ce Liu Lu Yuan VLM 31 140 0 10 Nov 2023
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model Avamarie Brueggeman Andrea Madotto Zhaojiang Lin Tushar Nagarajan Matt Smith ... Peyman Heidari Yue Liu Kavya Srinet Babak Damavandi Anuj Kumar MLLM 24 92 0 27 Sep 2023
COLA: A Benchmark for Compositional Text-to-image Retrieval Arijit Ray Filip Radenovic Abhimanyu Dubey Bryan A. Plummer Ranjay Krishna Kate Saenko CoGe VLM 28 34 0 05 May 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 385 4,010 0 28 Jan 2022
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014