Alexandre Rame
13 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
👥
Mega-Team
(20)
📈
Trend Setter
🔥
Unstoppable
(5)
💎
Century Club
(13)
Conferences
ICLR (4)
ICML (4)
NIPS (2)
CVPR (1)
EMNLP (1)
ICCV (1)
Top co-authors
Keywords
out-of-distribution generalization
(3)
domain generalization
(2)
ensemble learning
(2)
weight averaging
(2)
data augmentation
(1)
model merging
(1)
model recycling
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
fisher information
(1)
parameter sharing
(1)
distribution shift
(1)
multi-objective learning
(1)
foundation model
(1)
weight interpolation
(1)
gradient variance
(1)
parameter-efficient finetuning
(1)
bias-variance decomposition
(1)
domain invariance
(1)
pareto optimization
(1)
Papers
On Teacher Hacking in Language Model Distillation
ICML 2025
Diversity-Rewarded CFG Distillation
ICLR 2025
BOND: Aligning LLMs with Best-of-N Distillation
ICLR 2025
Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning
ICLR 2024
Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning
EMNLP 2024
WARM: On the Benefits of Weight Averaged Reward Models
ICML 2024
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
NIPS 2023
Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization
ICML 2023
Diverse Weight Averaging for Out-of-Distribution Generalization
NIPS 2022
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization
ICML 2022
DyTox: Transformers for Continual Learning With DYnamic TOken eXpansion
CVPR 2022
MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks
ICCV 2021
DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation
ICLR 2021