Title
Generalized People Diversity: Learning a Human Perception-Aligned Diversity Representation for People ImagesConference on Fairness, Accountability and Transparency (FAccT), 2024 Hansa Srinivasan Candice Schumann Aradhana Sinha David Madras Gbolahan O. Olanubi Alex Beutel Susanna Ricco Jilin Chen 209 6 0 25 Jan 2024
Grounded learning for compositional vector semantics Martha Lewis CoGe 171 1 0 10 Jan 2024
FoMo Rewards: Can we cast foundation models as reward functions? Ekdeep Singh Lubana Johann Brehmer P. D. Haan Taco S. Cohen OffRL LRM 199 4 0 06 Dec 2023
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable TasksInternational Conference on Machine Learning (ICML), 2023 Rahul Ramesh Ekdeep Singh Lubana Mikail Khona Robert P. Dick Hidenori Tanaka CoGe 253 13 0 21 Nov 2023
SelfEval: Leveraging the discriminative nature of generative models for evaluation Sai Saketh Rambhatla Ishan Misra EGVM 149 6 0 17 Nov 2023
Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic TaskNeural Information Processing Systems (NeurIPS), 2023 Maya Okawa Ekdeep Singh Lubana Robert P. Dick Hidenori Tanaka CoGe DiffM 425 81 0 13 Oct 2023
Visual Data-Type Understanding does not emerge from Scaling Vision-Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Vishaal Udandarao Max F. Burg Samuel Albanie Matthias Bethge VLM 258 11 0 12 Oct 2023
Goal Representations for Instruction Following: A Semi-Supervised Language Interface to ControlConference on Robot Learning (CoRL), 2023 Vivek Myers Andre Wang He Kuan Fang Homer Walke Philippe Hansen-Estruch Ching-An Cheng Mihai Jalobeanu Andrey Kolobov Anca Dragan Sergey Levine LM&Ro 356 38 0 30 Jun 2023
Are Diffusion Models Vision-And-Language Reasoners?Neural Information Processing Systems (NeurIPS), 2023 Benno Krojer Elinor Poole-Dayan Vikram S. Voleti Christopher Pal Siva Reddy 416 17 0 25 May 2023
Prompting Language-Informed Distribution for Compositional Zero-Shot LearningEuropean Conference on Computer Vision (ECCV), 2023 Wentao Bao Lichang Chen Heng-Chiao Huang Yu Kong CoGe VLM 297 33 0 23 May 2023
Text-to-Image Diffusion Models are Zero-Shot ClassifiersNeural Information Processing Systems (NeurIPS), 2023 Kevin Clark P. Jaini DiffM VLM 316 146 0 27 Mar 2023
ConceptFusion: Open-set Multimodal 3D Mapping Krishna Murthy Jatavallabhula Ali Kuwajerwala Qiao Gu Mohd. Omama Tao Chen ... Celso Miguel de Melo Madhava Krishna Liam Paull Florian Shkurti Antonio Torralba 506 311 0 14 Feb 2023
When are Lemons Purple? The Concept Association Bias of Vision-Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yutaro Yamada Yingtian Tang Yoyo Zhang Ilker Yildirim CoGe 233 21 0 22 Dec 2022
Mathematical Foundations for a Compositional Distributional Model of Meaning B. Coecke M. Sadrzadeh S. Clark CoGe 328 591 0 23 Mar 2010