Search Results for author: Vinay Verma

Found 3 papers, 1 papers with code

Reliable or Deceptive? Investigating Gated Features for Smooth Visual Explanations in CNNs

no code implementations30 Apr 2024 Soham Mitra, Atri Sukul, Swalpa Kumar Roy, Pravendra Singh, Vinay Verma

Our proposed approach involves altering the normalization function within the activation layer utilized in ScoreCAM, resulting in significantly improved results compared to previous efforts.

Q-matrix Unaware Double JPEG Detection using DCT-Domain Deep BiLSTM Network

no code implementations10 Apr 2021 Vinay Verma, Deepak Singh, Nitin Khanna

A set of extensive experiments shows that the proposed system trained on a single dataset generalizes well on other datasets compressed with completely unseen quantization matrices and outperforms the state-of-the-art methods in both seen and unseen quantization matrices scenarios.

Quantization

A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation

1 code implementation7 Jun 2019 Varun Khare, Divyat Mahajan, Homanga Bharadhwaj, Vinay Verma, Piyush Rai

Our approach is based on end-to-end learning of the class distributions of seen classes and unseen classes.

 Ranked #1 on Zero-Shot Learning on CUB-200 - 0-Shot Learning (using extra training data)

Attribute Domain Adaptation +1

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