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MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning

8 April 2024
Matteo Farina
Massimiliano Mancini
Elia Cunegatti
Gaowen Liu
Giovanni Iacca
Elisa Ricci
    VLM
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Papers citing "MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning"

7 / 7 papers shown
Title
Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training
Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training
Elia Cunegatti
Leonardo Lucio Custode
Giovanni Iacca
36
0
0
11 Nov 2024
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image
  Encoders and Large Language Models
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models
Junnan Li
Dongxu Li
Silvio Savarese
Steven C. H. Hoi
VLM
MLLM
262
4,223
0
30 Jan 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified
  Vision-Language Understanding and Generation
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
388
4,110
0
28 Jan 2022
Emerging Properties in Self-Supervised Vision Transformers
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
295
5,761
0
29 Apr 2021
Playing Lottery Tickets with Vision and Language
Playing Lottery Tickets with Vision and Language
Zhe Gan
Yen-Chun Chen
Linjie Li
Tianlong Chen
Yu Cheng
Shuohang Wang
Jingjing Liu
Lijuan Wang
Zicheng Liu
VLM
101
53
0
23 Apr 2021
The Lottery Ticket Hypothesis for Pre-trained BERT Networks
The Lottery Ticket Hypothesis for Pre-trained BERT Networks
Tianlong Chen
Jonathan Frankle
Shiyu Chang
Sijia Liu
Yang Zhang
Zhangyang Wang
Michael Carbin
148
345
0
23 Jul 2020
Comparing Rewinding and Fine-tuning in Neural Network Pruning
Comparing Rewinding and Fine-tuning in Neural Network Pruning
Alex Renda
Jonathan Frankle
Michael Carbin
222
382
0
05 Mar 2020
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