Search Results for author: Avideep Mukherjee

Found 3 papers, 1 papers with code

VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference

no code implementations15 Sep 2023 Soumya Banerjee, Vinay K. Verma, Avideep Mukherjee, Deepak Gupta, Vinay P. Namboodiri, Piyush Rai

Streaming lifelong learning is a challenging setting of lifelong learning with the goal of continuous learning in a dynamic non-stationary environment without forgetting.

Continual Learning Representation Learning

DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents

1 code implementation2 Jan 2022 Kushagra Pandey, Avideep Mukherjee, Piyush Rai, Abhishek Kumar

Diffusion probabilistic models have been shown to generate state-of-the-art results on several competitive image synthesis benchmarks but lack a low-dimensional, interpretable latent space, and are slow at generation.

Image Generation Vocal Bursts Intensity Prediction

Attentive Contractive Flow with Lipschitz-constrained Self-Attention

no code implementations24 Sep 2021 Avideep Mukherjee, Badri Narayan Patro, Vinay P. Namboodiri

Normalizing flows provide an elegant method for obtaining tractable density estimates from distributions by using invertible transformations.

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