ShoulderShot: Generating Over-the-Shoulder Dialogue Videos
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Abstract (arXiv)
Over-the-shoulder dialogue videos are essential in films, short dramas, and advertisements, providing visual variety and enhancing viewers' emotional connection. Despite their importance, such dialogue scenes remain largely underexplored in video generation research. The main challenges include maintaining character consistency across different shots, creating a sense of spatial continuity, and generating long, multi-turn dialogues within limited computational budgets. Here, we present ShoulderShot, a framework that combines dual-shot generation with looping video, enabling extended dialogues while preserving character consistency. Our results demonstrate capabilities that surpass existing methods in terms of shot-reverse-shot layout, spatial continuity, and flexibility in dialogue length, thereby opening up new possibilities for practical dialogue video generation. Videos and comparisons are available at https://shouldershot.github.io.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). Builds on 26 of its 35 references that are in the map. First posted on arXiv 11 Aug 2025.
Builds on
26 of 35 references.
References · 26
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14 more
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Built on by
Citing papers per year: 2025: 2; 2026: 5.
7 papers.
- 2025MultiShotMaster: A Controllable Multi-Shot Video Generation Frameworkcited by 33
- 2025OneStory: Coherent Multi-Shot Video Generation with Adaptive Memorycited by 31
- 2026ShotVerse: Advancing Cinematic Camera Control for Text-Driven Multi-Shot Video Creationcited by 7
- 2026Script-a-Video: Deep Structured Audio-visual Captions via Factorized Streams and Relational Groundingcited by 6
- 2026Memento: Reconstruct to Remember for Consistent Long Video Generationcited by 4
- 2026DramaDirector: Geometry-Guided Short Drama Generationcited by 2
- 2026SubjectAnchor: Subject-Aware Memory-to-Video for Multi-Shot Storytellingcited by 1
- 2026SubjectAnchor: Subject-Aware Memory-to-Video for Multi-Shot Storytelling28 Sep 2026
- 2026DramaDirector: Geometry-Guided Short Drama Generation23 Jun 2026
- 2026Memento: Reconstruct to Remember for Consistent Long Video Generation12 Jun 2026
- 2026Script-a-Video: Deep Structured Audio-visual Captions via Factorized Streams and Relational Grounding13 Apr 2026
- 2026ShotVerse: Advancing Cinematic Camera Control for Text-Driven Multi-Shot Video Creation12 Mar 2026
- 2025OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory8 Dec 2025
- 2025MultiShotMaster: A Controllable Multi-Shot Video Generation Framework2 Dec 2025