Position Paper: Agent AI Towards a Holistic Intelligence.
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CoRR, 2024
Agent AI: Surveying the Horizons of Multimodal Interaction.
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CoRR, 2024
Benchmarking Multi-Domain Active Learning on Image Classification.
CoRR, 2023
VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use.
CoRR, 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback.
CoRR, 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Data Feedback Loops: Model-driven Amplification of Dataset Biases.
Proceedings of the International Conference on Machine Learning, 2023
Is a Caption Worth a Thousand Images? A Study on Representation Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning.
CoRR, 2022
Are We Learning Yet? A Meta Review of Evaluation Failures Across Machine Learning.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Accuracy on the Line: on the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization.
Proceedings of the 38th International Conference on Machine Learning, 2021
Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter.
CoRR, 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Autoregressive Models: What Are They Good For?
CoRR, 2019
Targeted Adversarial Examples for Black Box Audio Systems.
Proceedings of the 2019 IEEE Security and Privacy Workshops, 2019