Valerio Mante
Associate Professor
Studies the neural mechanisms of learning and cognition with recurrent network models, mechanistic interpretability of artificial networks and deep-learning video analysis of behaviour.
Valerio Mante's lab at ETH Zurich works on trustworthy & safe ML and interpretability, evaluation & safety of LMs. 6 papers since 2023, 2 at top venues, mostly ICCV and Nature. 4 PhD students.
At a glance
- papers, 2023–2026
- 2/ year
- at T1 venues
- 33%
- PhD students
- 4
- MS students
- 0
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 2 papers2025 · T1 1
- 3 papers2024 · T1 1
- 1 papers2023 · T1 0
T1 venuesOtherVenues: ICCV, Nature
Research focuspaper titles that use each topic's words
- Trustworthy & safe ML0 papers
- Interpretability, evaluation & safety of LMs0 papers
- network models0 papers
- mechanistic0 papers
- deep-learning0 papers
Paper list
From the lab homepage.
20252 papers
20243 papers
- Nature (T1)Individual variability of neural computations underlying flexible decisions (opens in a new tab)
- Science AdvancesInferring context-dependent computations through linear approximations of prefrontal cortex dynamics (opens in a new tab)
- Nature NeurosciencePopulation-level coding of avoidance learning in medial prefrontal cortex (opens in a new tab)
20231 paper
Where alumni went
Alumni are not listed on the lab homepage.
Apply to ETH ZurichRolling
Not announced yet
Computer Science Doctorate (D-INFK)
- Round
- Rolling (no deadline)
- Opens
- —
- GRE
- See program page
- English
- Proficiency in written and spoken English
- Fee
- See program page
Confirmed on the program page.
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Data
Some numbers could not be verified:
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.