| EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation | Jun 26, 2024 | Action AnticipationAction Recognition | CodeCode Available | 2 | 5 |
| Palm: Predicting Actions through Language Models @ Ego4D Long-Term Action Anticipation Challenge 2023 | Jun 28, 2023 | Action AnticipationImage Captioning | CodeCode Available | 1 | 5 |
| Gated Temporal Diffusion for Stochastic Long-Term Dense Anticipation | Jul 16, 2024 | Action AnticipationAutonomous Driving | CodeCode Available | 1 | 5 |
| Rethinking Learning Approaches for Long-Term Action Anticipation | Oct 20, 2022 | Action AnticipationFuture prediction | CodeCode Available | 1 | 5 |
| HierVL: Learning Hierarchical Video-Language Embeddings | Jan 5, 2023 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Intention-Conditioned Long-Term Human Egocentric Action Forecasting | Jul 25, 2022 | Action AnticipationLong Term Action Anticipation | CodeCode Available | 1 | 5 |
| Video + CLIP Baseline for Ego4D Long-term Action Anticipation | Jul 1, 2022 | Action AnticipationLong Term Action Anticipation | CodeCode Available | 1 | 5 |
| AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? | Jul 31, 2023 | Action Anticipationcounterfactual | CodeCode Available | 1 | 5 |
| Future Transformer for Long-term Action Anticipation | May 27, 2022 | Action AnticipationLong Term Action Anticipation | CodeCode Available | 1 | 5 |
| Learning State-Aware Visual Representations from Audible Interactions | Sep 27, 2022 | Action AnticipationAction Recognition | CodeCode Available | 1 | 5 |
| Multimodal Large Models Are Effective Action Anticipators | Jan 1, 2025 | Action AnticipationLong Term Action Anticipation | CodeCode Available | 1 | 5 |
| Technical Report for Ego4D Long Term Action Anticipation Challenge 2023 | Jul 4, 2023 | Action AnticipationDecoder | CodeCode Available | 0 | 5 |
| Object-centric Video Representation for Long-term Action Anticipation | Oct 31, 2023 | Action AnticipationHuman-Object Interaction Detection | CodeCode Available | 0 | 5 |
| Vision and Intention Boost Large Language Model in Long-Term Action Anticipation | May 3, 2025 | Action AnticipationIn-Context Learning | —Unverified | 0 | 0 |
| Can't make an Omelette without Breaking some Eggs: Plausible Action Anticipation using Large Video-Language Models | May 30, 2024 | Action Anticipationcounterfactual | —Unverified | 0 | 0 |
| Knowledge-Guided Short-Context Action Anticipation in Human-Centric Videos | Sep 12, 2023 | Action AnticipationLong Term Action Anticipation | —Unverified | 0 | 0 |
| PALM: Predicting Actions through Language Models | Nov 29, 2023 | Action AnticipationAction Recognition | —Unverified | 0 | 0 |
| Multiscale Video Pretraining for Long-Term Activity Forecasting | Jul 24, 2023 | Action AnticipationLong Term Action Anticipation | —Unverified | 0 | 0 |
| QueryMamba: A Mamba-Based Encoder-Decoder Architecture with a Statistical Verb-Noun Interaction Module for Video Action Forecasting @ Ego4D Long-Term Action Anticipation Challenge 2024 | Jul 4, 2024 | Action AnticipationDecoder | —Unverified | 0 | 0 |
| Temporal Context Consistency Above All: Enhancing Long-Term Anticipation by Learning and Enforcing Temporal Constraints | Dec 27, 2024 | Action AnticipationAction Segmentation | —Unverified | 0 | 0 |
| Time-Conditioned Action Anticipation in One Shot | Jun 1, 2019 | Action AnticipationLong Term Action Anticipation | —Unverified | 0 | 0 |
| ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation | Dec 5, 2024 | Action AnticipationAction Segmentation | —Unverified | 0 | 0 |
