Constantin Venhoff

12 papers A* 1A 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Sparse CLIP: Co-Optimizing Interpretability and Performance in Contrastive Learning. CoRR Chuan Qin, Constantin Venhoff, Sonia Joseph, Fanyi Xiao, Stefan Scherer
2026	J	`jnl`	Towards Understanding Multimodal Fine-Tuning: Spatial Features. CoRR Lachin Naghashyar, Hunar Batra, Ashkan Khakzar, Philip Torr, Ronald Clark, Christian Schroeder de Witt, Constantin Venhoff
2025	J	`jnl`	Base Models Know How to Reason, Thinking Models Learn When. CoRR Constantin Venhoff, Iván Arcuschin, Philip Torr, Arthur Conmy, Neel Nanda
2025	J	`jnl`	How Visual Representations Map to Language Feature Space in Multimodal LLMs. CoRR Constantin Venhoff, Ashkan Khakzar, Sonia Joseph, Philip Torr, Neel Nanda
2025	A*	`conf`	Mixture of Experts Made Intrinsically Interpretable. ICML Xingyi Yang, Constantin Venhoff, Ashkan Khakzar, Christian Schröder de Witt, Puneet K. Dokania, Adel Bibi, Philip Torr
2025	J	`jnl`	Mixture of Experts Made Intrinsically Interpretable. CoRR Xingyi Yang, Constantin Venhoff, Ashkan Khakzar, Christian Schröder de Witt, Puneet K. Dokania, Adel Bibi, Philip Torr
2025	J	`jnl`	Reasoning-Finetuning Repurposes Latent Representations in Base Models. CoRR Jake Ward, Chuqiao Lin, Constantin Venhoff, Neel Nanda
2025	J	`jnl`	Too Late to Recall: Explaining the Two-Hop Problem in Multimodal Knowledge Retrieval. CoRR Constantin Venhoff, Ashkan Khakzar, Sonia Joseph, Philip Torr, Neel Nanda
2025	J	`jnl`	Towards Mechanistic Defenses Against Typographic Attacks in CLIP. CoRR Lorenz Hufe, Constantin Venhoff, Maximilian Dreyer, Sebastian Lapuschkin, Wojciech Samek
2025	J	`jnl`	Understanding Reasoning in Thinking Language Models via Steering Vectors. CoRR Constantin Venhoff, Iván Arcuschin, Philip Torr, Arthur Conmy, Neel Nanda
2024	J	`jnl`	SAGE: Scalable Ground Truth Evaluations for Large Sparse Autoencoders. CoRR Constantin Venhoff, Anisoara Calinescu, Philip Torr, Christian Schröder de Witt
2023	A	`conf`	Leveraging Natural Language Processing for a Consistency Checking Toolchain of Automotive Requirements. RE Vincent Bertram, Hendrik Kausch, Evgeny Kusmenko, Haron Nqiri, Bernhard Rumpe, Constantin Venhoff