44 citations · 137 across the 8 of their papers we have counts for
8 papers
DolphinBench: Mapping the Pareto Frontier of Agent Memory
Soumil Rathi, Deshraj Yadav, Taranjeet Singh
Agents today often take real-world actions that depend on long-term memory and context recall over time. However, most current memory benchmarks are built for a conversational ques…
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Prateek Chhikara, Dev Khant, Saket Aryan +2
Large Language Models (LLMs) have demonstrated remarkable prowess in generating contextually coherent responses, yet their fixed context windows pose fundamental challenges for mai…
EvalAI: Towards Better Evaluation Systems for AI Agents
Deshraj Yadav, Rishabh Jain, Harsh Agrawal +6
We introduce EvalAI, an open source platform for evaluating and comparing machine learning (ML) and artificial intelligence algorithms (AI) at scale. EvalAI is built to provide a s…
Do Explanations make VQA Models more Predictable to a Human?
Arjun Chandrasekaran, Viraj Prabhu, Deshraj Yadav +2
A rich line of research attempts to make deep neural networks more transparent by generating human-interpretable 'explanations' of their decision process, especially for interactiv…
Fabrik: An Online Collaborative Neural Network Editor
Utsav Garg, Viraj Prabhu, Deshraj Yadav +3
We present Fabrik, an online neural network editor that provides tools to visualize, edit, and share neural networks from within a browser. Fabrik provides a simple and intuitive G…
Evaluating Visual Conversational Agents via Cooperative Human-AI Games
Prithvijit Chattopadhyay, Deshraj Yadav, Viraj Prabhu +5
As AI continues to advance, human-AI teams are inevitable. However, progress in AI is routinely measured in isolation, without a human in the loop. It is crucial to benchmark progr…
It Takes Two to Tango: Towards Theory of AI's Mind
Arjun Chandrasekaran, Deshraj Yadav, Prithvijit Chattopadhyay +2
Theory of Mind is the ability to attribute mental states (beliefs, intents, knowledge, perspectives, etc.) to others and recognize that these mental states may differ from one's ow…
Visual Dialog
Abhishek Das, Satwik Kottur, Khushi Gupta +5
We introduce the task of Visual Dialog, which requires an AI agent to hold a meaningful dialog with humans in natural, conversational language about visual content. Specifically, g…