Researcher Evidence Record

Aaron Lou

This bounded record lists 13 Pith paper rows and 0 imported work rows attributed to this corpus identity. The enumerated, non-disputed paper rows include stat.ML, cs.CV, cs.LG work dated 2018 to 2024. The record describes sources and coverage; it makes no judgment about the person.

Compiled coverage vector

Measured lane counts only. Not a trust score or person verdict.

Identity 2 canonical identity row plus typed public identifiers Pith papers 13 attributed paper rows in the Pith corpus, itemized below Imported works 0 imported works beyond the paper ledger Current reviews 1 of 13 papers carrying a current Pith review; presence, not outcome Sourced citations 6 of 13 works with a source-named citation count Coauthors 33 distinct coauthors across shared paper rows

Enumerated paper scope: 3 fields (stat.ML, cs.CV, cs.LG) · 2018-2024 sources: authors, author_identifiers · paper_authors · author_works · current_verdicts · cited_works

A sourced case file for attributed work. It is neither a profile score nor a verdict about this researcher.

Attributed works

A bounded ledger from the Pith paper and imported-work queries. Counts and source confidence stay with each work.

2024 Pith paper

Geometric Trajectory Diffusion Models

cs.CV provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2024 Pith paper
Equivariant Graph Neural Operator for Modeling 3D Dynamics

cs.LG provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

3

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

7 pith inbound references from cited_work_pith_inbound_counts
2023 Pith paper
Diffusion Model Alignment Using Direct Preference Optimization

cs.CV provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

5

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

17 pith inbound references from cited_work_pith_inbound_counts
2023 Pith paper

Scaling Riemannian Diffusion Models

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

stat.ML provisional current review present

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: a current Pith review exists.

Citation counts

86 pith inbound references from cited_work_pith_inbound_counts
2023 Pith paper

Riemannian Residual Neural Networks

stat.ML provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

5

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2023 Pith paper
Denoising Diffusion Bridge Models

cs.CV provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

14 pith inbound references from cited_work_pith_inbound_counts
2023 Pith paper
Reflected Diffusion Models

stat.ML provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

2 pith inbound references from cited_work_pith_inbound_counts
2021 Pith paper

Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks

cs.LG provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2021 Pith paper

Equivariant Manifold Flows

stat.ML provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2020 Pith paper

Neural Manifold Ordinary Differential Equations

stat.ML provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.
2020 Pith paper
Differentiating through the Fr\'echet Mean

stat.ML provisional measured, no current review

paper citation record paper evidence challenge this paper
Sources and evidence
Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

1

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

1 pith inbound references from cited_work_pith_inbound_counts
2018 Pith paper

Adversarial Example Decomposition

stat.ML provisional measured, no current review

paper paper evidence challenge this paper

Sources and evidence

Authorship source

arxiv_oai

Printed name

Aaron Lou

Author position

2

Identity state

provisional

Source confidence

0.7

Review coverage

Measured: no current Pith review exists.

Citation counts

No source count is attached to this work row.

Evidence apparatus

The machinery behind this record. Every lane states whether Pith measured it, did not query it, could not reach it, or withheld it.

Lane	State	Observed	Boundary and source
identity	Measured	2	Canonical identity row plus public typed identifiers. source=authors, author_identifiers
papers	Measured	13 of 13 bounded rows	Rows attributed to this author UUID in the Pith corpus. source=paper_authors
works	Measured zero	0 of 0 bounded rows	Imported works not duplicated by the paper ledger. source=author_works
reviews	Measured	1 of 13 bounded rows	Coverage count only. No review outcome is projected onto the person. source=current_verdicts
citations	Measured	6 of 13 bounded rows	Counts remain itemized by work and source. source=cited_works
coauthors	Measured	33 of 13 bounded rows	Shared-work edges from admitted paper rows. source=paper_authors
account	Unavailable	No public count of 1 bounded rows	Account metadata is separate from corpus evidence. source=users.author_id

Public identity sources

name variant
Aaron Lou backfill
confidence 0.6

identity history

Enumerated research scope

Fields and dates come only from enumerated, non-disputed Pith paper rows. They do not claim career completeness.

stat.ML7 rows
cs.CV3 rows
cs.LG3 rows
20181 rows
20202 rows
20212 rows
20236 rows
20242 rows

Shared-work index

Anima Anandkumar1 shared rows
paper_authors
Anna Asch1 shared rows
paper_authors
Arvind Ramanathan1 shared rows
paper_authors
Bram Wallace1 shared rows
paper_authors
Caiming Xiong1 shared rows
paper_authors
Chenlin Meng1 shared rows
paper_authors
Christopher De Sa4 shared rows
paper_authors
Derek Lim2 shared rows
paper_authors
Eric Ming Chen1 shared rows
paper_authors
Haotian Ye1 shared rows
paper_authors
Horace He1 shared rows
paper_authors
Isay Katsman5 shared rows
paper_authors
Jean Kossaifi1 shared rows
paper_authors
Jiaqi Han2 shared rows
paper_authors
Jure Leskovec1 shared rows
paper_authors
Kamyar Azizzadenesheli1 shared rows
paper_authors
Leo Huang1 shared rows
paper_authors
Leonidas Guibas1 shared rows
paper_authors
Linqi Zhou2 shared rows
paper_authors
Meihua Dang1 shared rows
paper_authors
Minkai Xu3 shared rows
paper_authors
Nikhil Naik1 shared rows
paper_authors
Qingxuan Jiang4 shared rows
paper_authors
Rafael Rafailov1 shared rows
paper_authors
Samar Khanna1 shared rows
paper_authors
Senthil Purushwalkam1 shared rows
paper_authors
Ser-Nam Lim5 shared rows
paper_authors
Serge Belongie2 shared rows
paper_authors
Shafiq Joty1 shared rows
paper_authors
Sidhanth Holalkere1 shared rows
paper_authors
Stefano Ermon7 shared rows
paper_authors
Tolga Birdal1 shared rows
paper_authors
Umut \c{S}im\c{s}ekli1 shared rows
paper_authors

Record scope

The work queries are bounded. Missing rows may mean measured zero, an unavailable source, a query that did not run, or private data that Pith withheld. The lane table keeps those cases separate.

Paper findings remain attached to papers. They do not become findings about this researcher.

Self-published account annex

Linked Pith account

Unavailable No public Pith account is linked to this corpus identity.

The account lane is self-published. Linking proves account control only and changes no corpus fact.