49 citations · 56 across the 8 of their papers we have counts for
4 papers · 1 filter
Binary Iterative Method for Non-targeted Adversarial Attack
Naman Goyal, Milan Chaudhari
Adversarial attacks guide and provide additional training and test data for both adversarial training and adversarial robustness validation, and expose the 'piecewise linearity' of…
Drop the Act: Probe-Filtered RL for Faithful Chain-of-Thought Reasoning
Swapnil Parekh, Naman Goyal
Reasoning models post-hoc rationalize answers they have already committed to internally, producing chains of *reasoning theater*: deliberative-looking steps that contribute nothing…
A survey on Self Supervised learning approaches for improving Multimodal representation learning
Naman Goyal
Recently self supervised learning has seen explosive growth and use in variety of machine learning tasks because of its ability to avoid the cost of annotating large-scale datasets…
Graph Neural Networks for Image Classification and Reinforcement Learning using Graph representations
Naman Goyal, David Steiner
In this paper, we will evaluate the performance of graph neural networks in two distinct domains: computer vision and reinforcement learning. In the computer vision section, we see…