115 citations · 587 across the 62 of their papers we have counts for
30 papers · 1 filter
Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization
Shir Gur, Ameen Ali, Lior Wolf
Neural network visualization techniques mark image locations by their relevancy to the network's classification. Existing methods are effective in highlighting the regions that aff…
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
Yuval Nirkin, Lior Wolf, Tal Hassner
We present a novel, real-time, semantic segmentation network in which the encoder both encodes and generates the parameters (weights) of the decoder. Furthermore, to allow maximal…
Transformer Interpretability Beyond Attention Visualization
Hila Chefer, Shir Gur, Lior Wolf
Self-attention techniques, and specifically Transformers, are dominating the field of text processing and are becoming increasingly popular in computer vision classification tasks.…
Single-Shot Freestyle Dance Reenactment
Oran Gafni, Oron Ashual, Lior Wolf
The task of motion transfer between a source dancer and a target person is a special case of the pose transfer problem, in which the target person changes their pose in accordance…
Single channel voice separation for unknown number of speakers under reverberant and noisy settings
Shlomo E. Chazan, Lior Wolf, Eliya Nachmani +1
We present a unified network for voice separation of an unknown number of speakers. The proposed approach is composed of several separation heads optimized together with a speaker…
Image Animation with Perturbed Masks
Yoav Shalev, Lior Wolf
We present a novel approach for image-animation of a source image by a driving video, both depicting the same type of object. We do not assume the existence of pose models and our…