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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,291 papers · 148 categories

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3978116155 · May 202619922001200920182026
48 results for appearance invariance

NSL layer improves convolutional networks' ability to recognize novel appearances.

problem Convolutional networks struggle with recognizing novel appearances not seen in training data.
method NSL layer uses neighborhood similarity to induce appearance invariance.
result NSL layer enhances network's ability to generalize to novel appearances.

Paper proves Reshetikhin-Turaev link invariants appear in higher order terms of re-normalized link invariants for plumbed links.

problem Proving relations between Reshetikhin-Turaev and re-normalized link invariants for links.
method Analyzing higher order terms of re-normalized link invariants for plumbed links.
result Reshetikhin-Turaev link invariants appear in higher order terms of re-normalized link invariants for plumbed links.

The conformal module of conjugacy classes of braids implicitly appeared in a paper of Lin and Gorin in connection with their interest in the 13. Hilbert Problem. This invariant is the supremum of conformal modules (in the sense of Ahlfors) of certain annuli related to the conjugacy class. This note states that the conf…

2012-08-07abs ↗pdf ↗

The Yamabe invariant is linked to static potentials and eigenvalues.

problem The relationship between Yamabe invariant and static potentials/eigenvalues.
method Analyzes the Yamabe invariant in the context of static potentials and eigenvalues of the Laplacian.
result The Yamabe invariant is closely tied to static potentials and the first eigenvalue of the Laplacian.

The study identifies two sources of invariants in 2--nondegenerate CR geometries.

problem Characterizing fundamental invariants of 2--nondegenerate CR geometries.
method Analyzes the harmonic curvature and the difference in complex structures.
result Nontrivial examples of CR geometries can be obtained as deformations of models.

Cubic complexes appear in the theory of finite type invariants so often that one can ascribe them to basic notions of the theory. In this paper we begin the exposition of finite type invariants from the `cubic' point of view. Finite type invariants of knots and homology 3-spheres fit perfectly into this conception. In …

2002-04-08abs ↗pdf ↗

Study of critical points for 4D conformally invariant curvature energies.

problem Analyzing critical points of conformally invariant curvature energies in 4 dimensions.
method Using Noether's theorem and divergence-free potentials, generating an algebraic structure, and considering Palais-Smale sequences.
result Improved energy estimates for critical points under small-energy hypotheses.

It is known that the spectrum of the Laplace operator on functions of a closed Riemannian manifold does not determine the integrals of the individual fourth order curvature invariants scal2\operatorname{scal}^2, ric2|\operatorname{ric}|^2, R2|R|^2, which appear as summands in the second heat invariant a2a_2. We study the an…

2015-06-08abs ↗pdf ↗

We describe an invariant of links in the three-sphere which is closely related to Khovanov's Jones polynomial homology. Our construction replaces the symmetric algebra appearing in Khovanov's definition with an exterior algebra. The two invariants have the same reduction modulo 2, but differ over the rationals. There i…

2007-10-23abs ↗pdf ↗

We propose an algorithm which allows to derive the generalized Alexander polynomial invariants of knots and links with the help of the q,p-numbers, appearing in bosonic two-parameter quantum algebra. These polynomials turn into HOMFLY ones by applying special parametrization. The Jones polynomials can be also obtained …

2015-10-22abs ↗pdf ↗

The loop invariants of Dimofte-Garoufalidis is a formal power series with arithmetically interesting coefficients that conjecturally appears in the asymptotics of the Kashaev invariant of a knot to all orders in 1/N1/N. We develop methods implemented in SnapPy that compute the first 6 coefficients of the formal power se…

2015-03-09abs ↗pdf ↗

We find the shape of the Donaldson invariants of a 4-manifold with b_1=0 and b^+>1, which may be not of simple type. The invariants appear as the q^0 coefficient of a expression given in terms of modular forms (as was predicted by Moore and Witten). We re-express the formula using complete elliptic integrals to prove a…

1999-09-28abs ↗pdf ↗

This paper is an exposition of heuristics related to Witten's functional integral, relating it to Vassiliev invariants and to the Kontsevich integrals that can be used to produce Vassiliev invariants of knots and links.In particular, we give a simplified version of the appearance of the Kontsevich integrals in the pert…

1998-11-23abs ↗pdf ↗

Gromov-Witten invariants linked to flat connections and Donaldson-Thomas invariants.

problem Connecting Gromov-Witten invariants to Donaldson-Thomas invariants and flat connections.
method Using the interpretation of Donaldson-Thomas invariants as the monodromy of a flat connection on a formal principal bundle.
result Gopakumar-Vafa contributions appear in the asymptotics of flat sections.

This is the third installment in our series of articles (dg-ga/9712005, dg-ga/9710032) on the application of the PU(2) monopole equations to prove Witten's conjecture (hep-th/9411102) concerning the relation between the Donaldson and Seiberg-Witten invariants of smooth four-manifolds. The moduli space of solutions to t…

1999-07-16abs ↗pdf ↗

Using the symplectic geometry of certain manifolds which appear naturally in Lie theory, we define an invariant which assigns a graded abelian group to an oriented link. The relevant manifolds are transverse slices to certain nilpotent orbits inside sl_{2m}, and intersections of those with regular semisimple orbits. Th…

2004-05-05abs ↗pdf ↗

Mixed 3-structures are odd-dimensional analogues of paraquaternionic structures. They appear naturally on lightlike hypersurfaces of almost paraquaternionic hermitian manifolds. We study invariant and anti-invariant submanifolds in a manifold endowed with a mixed 3-structure and a compatible (semi-Riemannian) metric. P…

2010-09-30abs ↗pdf ↗

ST-STORM separates semantic and appearance features for robust representation learning.

problem Traditional SSL methods fail to capture appearance cues in critical applications.
method Hybrid SSL framework with two latent streams, Content and Style, disentangled through gating mechanisms.
result The Style branch effectively isolates complex appearance phenomena without degrading semantic performance.

Study symplectic invariants of parabolic orbits and cuspidal tori in integrable systems.

problem Understanding symplectic invariants of degenerate singularities in integrable systems.
method Normal forms and new techniques for studying symplectic invariants.
result New insights into symplectic invariants of degenerate singularities.

We present an alternate definition of the mod {\bf Z} component of the Atiyah-Patodi-Singer ηη invariant associated to (not necessary unitary) flat vector bundles, which identifies explicitly its real and imaginary parts. This is done by combining a deformation of flat connections introduced in a previous paper with t…

2005-07-30abs ↗pdf ↗

We define an invariant β(M) of a finite volume hyperbolic 3-manifold M in the Bloch group B(C) and show it is determined by the simplex parameters of any degree one ideal triangulation of M. β(M) lies in a subgroup of \B(\C) of finite \Q-rank determined by the invariant trace field of M. Moreover, the Chern-Simons inva…

1997-12-04abs ↗pdf ↗

We define an simple invariant of an embedded nullhomologous Lagrangian torus and use this invariant to show that many symplectic 4-manifolds have infinitely many pairwise symplectically inequivalent nullhomologous Lagrangian tori. We further show that for a large class of examples that lambda(T) is actually a C-infinit…

2003-04-25abs ↗pdf ↗

In this article, we give a rough, and so not complete yet, proof of Kashaev's conjecture, that is, the volume conjecture for hyperbolic knots, where the hyperbolicity equations associated to knot diagrams appear as the stationary phase equations for Kashaev's invariants.

2000-09-18abs ↗pdf ↗

This expository article discusses some connections between the geometry of a hyperbolic 3-manifold homotopy-equivalent to a surface, and the combinatorial properties of its end invariants. In particular a necessary and sufficient condition is stated for the manifold to have arbitrarily short geodesics, in terms of a se…

2000-06-01abs ↗pdf ↗