Picture for Soumya Banerjee

Soumya Banerjee

ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning

Add code
Mar 10, 2025
Viaarxiv icon

Decentralised Resource Sharing in TinyML: Wireless Bilayer Gossip Parallel SGD for Collaborative Learning

Add code
Jan 08, 2025
Viaarxiv icon

Privacy Drift: Evolving Privacy Concerns in Incremental Learning

Add code
Dec 06, 2024
Viaarxiv icon

On the Ethical Considerations of Generative Agents

Add code
Nov 28, 2024
Viaarxiv icon

RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance

Add code
Sep 02, 2024
Figure 1 for RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance
Figure 2 for RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance
Figure 3 for RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance
Figure 4 for RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance
Viaarxiv icon

Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning

Add code
Jul 26, 2024
Viaarxiv icon

Neural networks for abstraction and reasoning: Towards broad generalization in machines

Add code
Feb 05, 2024
Viaarxiv icon

VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity

Add code
Dec 01, 2023
Viaarxiv icon

Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis

Add code
Nov 28, 2023
Figure 1 for Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis
Figure 2 for Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis
Figure 3 for Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis
Figure 4 for Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis
Viaarxiv icon

MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning

Add code
Nov 28, 2023
Viaarxiv icon