PaperHub

Yoshua Bengio

~Yoshua_Bengio1

58
论文总数
29.0
年均投稿
6.1
平均评分
接收情况40/58
会议分布
ICLR
41
NeurIPS
11
ICML
5
COLM
1

发表论文 (58 篇)

202533 篇

5.3
4

Can a Bayesian oracle prevent harm from an agent?

ICLR 2025Rejected
6.5
4

AssembleFlow: Rigid Flow Matching with Inertial Frames for Molecular Assembly

ICLR 2025Poster
6.1
4

Towards a Formal Theory of Representational Compositionality

ICML 2025Poster
8.7
4

Fast Monte Carlo Tree Diffusion: 100× Speedup via Parallel and Sparse Planning

NeurIPS 2025Spotlight
6.8
4

Towards a formal theory of compositionality

ICLR 2025Rejected
6.3
4

RL, but don't do anything I wouldn't do

ICLR 2025Rejected
5.3
4

Identifying and Addressing Delusions for Target-Directed Decision Making

ICLR 2025Rejected
6.0
5

Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets

ICLR 2025Poster
5.4
5

GEOMETRIC SIGNATURES OF COMPOSITIONALITY ACROSS A LANGUAGE MODEL’S LIFETIME

ICLR 2025withdrawn
6.1
4

Monte Carlo Tree Diffusion for System 2 Planning

ICML 2025Spotlight
5.0
4

Were RNNs All We Needed?

ICLR 2025Rejected
7.3
4

Bringing SAM to new heights: leveraging elevation data for tree crown segmentation from drone imagery

NeurIPS 2025Poster
5.0
4

Hierarchical Multiscale Diffuser for Extendable Long-Horizon Planning

ICLR 2025withdrawn
6.5
4

Towards Improving Exploration through Sibling Augmented GFlowNets

ICLR 2025Poster
5.0
4

On the Transfer of Object-Centric Representation Learning

ICLR 2025Poster
4.8
3

Rejecting Hallucinated State Targets during Planning

ICML 2025Poster
7.8
4

Adaptive Inference-Time Scaling via Cyclic Diffusion Search

NeurIPS 2025Poster
7.0
4

Structure Language Models for Protein Conformation Generation

ICLR 2025Poster
6.3
4

Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold

ICLR 2025Poster
6.6
4

Outsourced Diffusion Sampling: Efficient Posterior Inference in Latent Spaces of Generative Models

ICML 2025Poster
4.8
4

Mitigating Shortcut Learning with Diffusion Counterfactuals and Diverse Ensembles

ICLR 2025Rejected
5.8
4

Low Compute Unlearning via Sparse Representations

ICLR 2025Rejected
4.3
4

AI-Assisted Generation of Difficult Math Questions

ICLR 2025Rejected
7.0
4

HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models

ICLR 2025Poster
7.0
5

Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning

ICLR 2025Poster
6.7
3

VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text

ICLR 2025Poster
6.8
5

Action abstractions for amortized sampling

ICLR 2025Poster
7.3
4

Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training

NeurIPS 2025Poster
6.5
4

Adaptive teachers for amortized samplers

ICLR 2025Poster
6.3
3

MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation

ICLR 2025Poster
6.6
4

AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N

ICML 2025Poster
6.8
5

AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding

NeurIPS 2025Poster
5.8
4

BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks

ICLR 2025Poster

202425 篇

6.8
4

Cycle Consistency Driven Object Discovery

ICLR 2024Poster
6.5
4

Tree Cross Attention

ICLR 2024Poster
5.8
4

Redesigning Information Markets in the Era of Language Models

COLM 2024Poster
5.0
4

Memory Efficient Neural Processes via Constant Memory Attention Block

ICLR 2024Rejected
6.3
6

Improving Gradient-guided Nested Sampling for Posterior Inference

ICLR 2024Rejected
5.5
4

Rethinking the Buyer’s Inspection Paradox in Information Markets with Language Agents

ICLR 2024Rejected
7.0
4

Pre-Training and Fine-Tuning Generative Flow Networks

ICLR 2024Spotlight
3.7
3

Depth-Guided Self-Supervised Learning: Seeing the World in 3D

ICLR 2024Rejected
6.7
3

Object centric architectures enable efficient causal representation learning

ICLR 2024Poster
5.5
4

Expected flow networks in stochastic environments and two-player zero-sum games

ICLR 2024Poster
5.5
4

Multi-Fidelity Active Learning with GFlowNets

ICLR 2024Rejected
8.0
3

Trajectory Flow Matching with Applications to Clinical Time Series Modelling

NeurIPS 2024Spotlight
6.7
3

Local Search GFlowNets

ICLR 2024Spotlight
7.5
4

Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization

ICLR 2024Poster
5.8
4

Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold

NeurIPS 2024Rejected
5.5
4

RGFN: Synthesizable Molecular Generation Using GFlowNets

NeurIPS 2024Poster
5.8
4

Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning

ICLR 2024Poster
7.8
4

Amortizing intractable inference in large language models

ICLR 2024Oral
5.3
4

Unlearning via Sparse Representations

ICLR 2024Rejected
3.0
3

Goal2FlowNet: Learning Diverse Policy Covers using GFlowNets for Goal-Conditioned RL

ICLR 2024Rejected
6.0
4

Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

NeurIPS 2024Poster
5.0
4

Improved off-policy training of diffusion samplers

NeurIPS 2024Poster
6.7
3

Delta-AI: Local objectives for amortized inference in sparse graphical models

ICLR 2024Poster
6.8
4

PhyloGFN: Phylogenetic inference with generative flow networks

ICLR 2024Poster
5.7
3

Amortizing intractable inference in diffusion models for vision, language, and control

NeurIPS 2024Poster
合作者 (20)