OpenLongTail: Generative Scaling of Long-Tail Driving Data
Scaling robust driving policies is fundamentally bottlenecked by the scarcity of edge cases in curated datasets. While the real world continuously captures these critical events, such long-tail events remain underutilized when collected from heterogeneous sources. Specifically, diverse but valuable in-the-wild long-tail videos lack the full view coverage required for training policy models, often missing multi-view poses or originating solely from monocular dash cameras. This modality gap prevents these ubiquitous observations from being converted into scalable training data for long-tail gene
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Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
- Linked via arxiv authorLulin Liu →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorNuo Chen →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorLinyan Wang →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorBangya Liu →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorWenyan Cong →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorHezhen Hu →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorBoris Ivanovic →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorJiahao Wang →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorZiyao Zeng →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorXinyu Gong →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorYang Zhou →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorZixiang Xiong →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorDilin Wang →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorZhangyang Wang →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorWeisong Shi →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorRuohan Zhang →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorMarco Pavone →
OpenLongTail: Generative Scaling of Long-Tail Driving Data
- Linked via arxiv authorZhiwen Fan →
OpenLongTail: Generative Scaling of Long-Tail Driving Data