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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-08 11:22:06 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-08 11:22:06 -0500 |
| commit | 5cd3591d5463e37d0d726790c7a6b5d1016cd0e4 (patch) | |
| tree | 3dfc68d103bddb2160a08781b4996ad2402b7a3f | |
| parent | e1638570f5c09c6868fae11f5d2aba80324c857f (diff) | |
Polish: remove 5 stale 'TODO: re-render figure' comments
All 5 figures are rendered and current; the TODO comments were leftover
notes from when figures were being generated. No functional change — just
cleanup of invisible LaTeX source comments.
| -rw-r--r-- | paper/main.pdf | bin | 482083 -> 482082 bytes | |||
| -rw-r--r-- | paper/main.tex | 5 |
2 files changed, 0 insertions, 5 deletions
diff --git a/paper/main.pdf b/paper/main.pdf Binary files differindex 9973b4d..bfe4793 100644 --- a/paper/main.pdf +++ b/paper/main.pdf diff --git a/paper/main.tex b/paper/main.tex index a1c3bc9..d95b40c 100644 --- a/paper/main.tex +++ b/paper/main.tex @@ -67,7 +67,6 @@ When we compare each method to a frozen-blocks baseline matched to the same arch \begin{figure}[t] \centering -% TODO: re-render figure \includegraphics[width=\linewidth]{figures/figure_audit_5method.png} \caption{Five-method audit on the 4-block $d{=}256$ pre-LayerNorm ResMLP: the field-standard pair looks superficially consistent across methods, but the diagnostic view separates trustworthy controls from walked-back methods.} \label{fig:audit_hero} @@ -123,7 +122,6 @@ The architecture comparison sharpens the scope of the critique. In the terminal- \begin{figure}[t] \centering -% TODO: re-render figure \includegraphics[width=\linewidth]{figures/figure_cross_arch_temporal_s42.png} \caption{Temporal and cross-architecture validation: the protocol fires early on terminal-normalized residual architectures, never fires on BP controls, and separates the activation-growth pathology from the gradient-floor pathology.} \label{fig:temporal_cross_arch} @@ -131,7 +129,6 @@ The architecture comparison sharpens the scope of the critique. In the terminal- \begin{figure}[t] \centering -% TODO: re-render figure \includegraphics[width=0.92\linewidth]{figures/fig4_penalty_rescue.pdf} \caption{Penalty intervention view of the two modes: penalization rescues residual-stream scale and restores a measurable but still partial deep-layer credit signal, clarifying that numerical rescue and credit-quality rescue are related but distinct.} \label{fig:penalty_rescue} @@ -139,7 +136,6 @@ The architecture comparison sharpens the scope of the critique. In the terminal- \begin{figure}[t] \centering -% TODO: re-render figure \includegraphics[width=0.92\linewidth]{figures/fig5_cross_arch_summary.pdf} \caption{Cross-architecture summary over ResMLP, ViT-Mini, StudentNet, and CNN: activation-growth failures recur across architectures, while gradient-floor failures appear in the terminal-normalized settings audited here.} \label{fig:cross_arch_summary} @@ -173,7 +169,6 @@ A useful evaluation rule should reject the bad cases without collapsing everythi \begin{figure}[t] \centering -% TODO: re-render figure \includegraphics[width=0.88\linewidth]{figures/fig2_decision_utility.pdf} \caption{Decision-utility ablation comparing the field-standard reporting pair against progressively richer diagnostic strategies: accuracy only and accuracy+$\Gamma$ walk back no audited failures, while the full protocol walks back the three silent failures.} \label{fig:decision_utility} |
