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Styleclone: Face Stylization with Diffusion Based Data Augmentation
Neeraj Matiyali, Siddharth Srivastava, Gaurav Sharma
We present StyleClone, a method for training image-to-image translation networks to stylize faces in a specific style, even with limited style images. Our approach leverages textua…
Preserve Anything: Controllable Image Synthesis with Object Preservation
Prasen Kumar Sharma, Neeraj Matiyali, Siddharth Srivastava +1
We introduce \textit{Preserve Anything}, a novel method for controlled image synthesis that addresses key limitations in object preservation and semantic consistency in text-to-ima…
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos
Kranti Kumar Parida, Neeraj Matiyali, Tanaya Guha +1
We present an audio-visual multimodal approach for the task of zeroshot learning (ZSL) for classification and retrieval of videos. ZSL has been studied extensively in the recent pa…
Video Person Re-Identification using Learned Clip Similarity Aggregation
Neeraj Matiyali, Gaurav Sharma
We address the challenging task of video-based person re-identification. Recent works have shown that splitting the video sequences into clips and then aggregating clip based simil…
Multi-layer Pruning Framework for Compressing Single Shot MultiBox Detector
Pravendra Singh, Manikandan R, Neeraj Matiyali +1
We propose a framework for compressing state-of-the-art Single Shot MultiBox Detector (SSD). The framework addresses compression in the following stages: Sparsity Induction, Filter…